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Georgios B. Giannakis

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

316

Venues

21

Active years

1987–2025

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2025ACSSCResonant Beam Communications over Sparse Nonlinear Channels.Abraham Jaeger Mountain, Ayah Abdallah, Alireza Sadeghi, Shengli Zhou, Georgios B. Giannakis
2025ACSSCConformalizing ensemble Gaussian processes with robustness to model mis-specification.Jinwen Xu, Qin Lu, Georgios B. Giannakis
2025ACSSCMeta-learning Gaussian Process Priors Using Non-stationary Spectral Features.Yilang Zhang, Qin Lu, Panagiotis A. Traganitis, Georgios B. Giannakis
2025ICASSPOnline scalable Gaussian processes with conformal prediction for guaranteed coverage.Jinwen Xu, Qin Lu, Georgios B. Giannakis
2025ICASSPPreconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm.Yilang Zhang, Bingcong Li, Georgios B. Giannakis
2024ACSSCKernel-Driven Self-Supervision for Multi-View Learning Over Graphs.Alireza Sadeghi, Konstantinos D. Polyzos, Georgios B. Giannakis
2024ICASSPA Bayesian Approach to High-Order Link Prediction.Georgios Vasileios Karanikolas, Alba Pags-Zamora, Georgios B. Giannakis
2024ICASSPMeta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent.Yilang Zhang, Bingcong Li, Georgios B. Giannakis
2024ICLRMeta-Learning Priors Using Unrolled Proximal Networks.Yilang Zhang, Georgios B. Giannakis
2023AAAIScalable Bayesian Meta-Learning through Generalized Implicit Gradients.Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis
2023ACSSCConic Descent Redux for Memory-Efficient Optimization.Bingcong Li, Georgios B. Giannakis
2023ICASSPHigher-Order Link Prediction Via Learnable Maximum Mean Discrepancy.Georgios Vasileios Karanikolas, Alba Pags-Zamora, Georgios B. Giannakis
2023ICASSPBayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement.Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2023ICASSPPhysics-Informed Transfer Learning for Voltage Stability Margin Prediction.Manish Kumar Singh, Konstantinos D. Polyzos, Panagiotis A. Traganitis, Sairaj V. Dhople, Georgios B. Giannakis
2023IGARSSIntegrated Distributed Wireless Sensing with Over-The-Air Federated Learning.Shijian Gao, Jia Yan, Georgios B. Giannakis
2022ACSSCActive Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles.Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2022ACSSCIdentifying Dependent Annotators in Crowdsourcing.Panagiotis A. Traganitis, Georgios B. Giannakis
2022ACSSCBayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing.Jia Yan, Qin Lu, Georgios B. Giannakis
2021AAAIEnhancing Parameter-Free Frank Wolfe with an Extra Subproblem.Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao
2021AAAIAdversarial Linear Contextual Bandits with Graph-Structured Side Observations.Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao
2021ACSSCSpatio-Temporal Inference of Dynamical Gaussian Processes Over Graphs.Qin Lu, Georgios B. Giannakis
2021ACSSCOnline Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features.Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2021ACSSCOn-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation.Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis
2021ICASSPGaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance Guarantees.Qin Lu, Georgios B. Giannakis
2021ICASSPUnveiling Anomalous Nodes Via Random Sampling and Consensus on Graphs.Vassilis N. Ioannidis, Dimitris Berberidis, Georgios B. Giannakis
2021ICASSPOnline Unsupervised Learning Using Ensemble Gaussian Processes with Random Features.Georgios Vasileios Karanikolas, Qin Lu, Georgios B. Giannakis
2021ICASSPGraph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts.Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
2021ICASSPIdentifying Spammers to Boost Crowdsourced Classification.Panagiotis A. Traganitis, Georgios B. Giannakis
2021ICASSPAccelerating Frank-Wolfe with Weighted Average Gradients.Yilang Zhang, Bingcong Li, Georgios B. Giannakis
2021ICDMDetecting adversaries in Crowdsourcing.Panagiotis A. Traganitis, Georgios B. Giannakis
2020ACSSCUnveiling Anomalous Edges and Nominal Connectivity of Attributed Networks.Konstantinos D. Polyzos, Costas Mavromatis, Vassilis N. Ioannidis, Georgios B. Giannakis
2020AISTATSOn the Convergence of SARAH and Beyond.Bingcong Li, Meng Ma, Georgios B. Giannakis
2020AISTATSEnsemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability.Qin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis
2020AISTATSFinite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation.Jun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang
2020AISTATSFinite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-Learning.Gang Wang, Georgios B. Giannakis
2020ICASSPSelf-Driven Graph Volterra Models for Higher-Order Link Prediction.Mario Coutino, Georgios Vasileios Karanikolas, Geert Leus, Georgios B. Giannakis
2020ICASSPDefending Graph Convolutional Networks Against Adversarial Attacks.Vassilis N. Ioannidis, Georgios B. Giannakis
2020ICASSPRevisit of Estimate Sequence for Accelerated Gradient Methods.Bingcong Li, Mario Coutio, Georgios B. Giannakis
2020ICASSPSemi-Supervised Learning of Processes Over Multi-Relational Graphs.Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
2020ICASSPPreconditioning ADMM for Fast Decentralized Optimization.Meng Ma, Georgios B. Giannakis
2020ICASSPHierarchical Caching via Deep Reinforcement Learning.Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
2020ICASSPActive Learning with Unsupervised Ensembles of Classifiers.Panagiotis A. Traganitis, Dimitris Berberidis, Georgios B. Giannakis
2020ICASSPResilient to Byzantine Attacks Finite-Sum Optimization Over Networks.Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
2020ICASSPLearning connectivity and higher-order interactions in radial distribution grids.Qiuling Yang, Mario Coutino, Gang Wang, Georgios B. Giannakis, Geert Leus
2020ICLRPruned Graph Scattering Transforms.Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis
2020ICMLAlmost Tune-Free Variance Reduction.Bingcong Li, Lingda Wang, Georgios B. Giannakis
2020ITAMinimum Uncertainty Based Detection of Adversaries in Deep Neural Networks.Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis
2019AAAIRSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets.Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling
2019ACSSCLearning Graph Processes with Multiple Dynamical Models.Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis, Mario Coutino
2019AISTATSBandit Online Learning with Unknown Delays.Bingcong Li, Tianyi Chen, Georgios B. Giannakis
2019ICASSPMultiview Canonical Correlation Analysis over Graphs.Jia Chen, Gang Wang, Georgios B. Giannakis
2019ICASSPA Recurrent Graph Neural Network for Multi-relational Data.Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis
2019ICASSPA Variational Bayes Approach to Adaptive Channel-gain Cartography.Donghoon Lee, Georgios B. Giannakis
2019ICASSPDistributed Network Caching via Dynamic Programming.Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis
2019ICASSPEfficient Randomized Defense against Adversarial Attacks in Deep Convolutional Neural Networks.Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis
2019ICASSPPower System State Forecasting via Deep Recurrent Neural Networks.Liang Zhang, Gang Wang, Georgios B. Giannakis
2019RecSysPersonalized diffusions for top-n recommendation.Athanasios N. Nikolakopoulos, Dimitris Berberidis, George Karypis, Georgios B. Giannakis
2018ACSSCSignal and Graph Perturbations via Total Least-Squares.Elena Ceci, Yanning Shen, Georgios B. Giannakis, Sergio Barbarossa
2018ACSSCNonlinear Discriminative Dimensionality Reduction of Multiple Datasets.Jia Chen, Gang Wang, Georgios B. Giannakis
2018ACSSCSecure Edge Computing in IoT via Online Learning.Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis
2018ACSSCGraph-aware Weighted Hybrid ADMM for Fast Decentralized Optimization.Meng Ma, Georgios B. Giannakis
2018AISTATSOnline Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments.Yanning Shen, Tianyi Chen, Georgios B. Giannakis
2018ICASSPRandom Walks with Restarts for Graph-Based Classification: Teleportation Tuning and Sampling Design.Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis
2018ICASSPHarnessing Bandit Online Learning to Low-Latency Fog Computing.Tianyi Chen, Georgios B. Giannakis
2018ICASSPAdaptive Bayesian Channel Gain Cartography.Donghoon Lee, Dimitris Berberidis, Georgios B. Giannakis
2018ICASSPFast Decentralized Learning Via Hybrid Consensus Admm.Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis
2018ICASSPReinforcement Learning for 5G Caching with Dynamic Cost.Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqus, Georgios B. Giannakis
2018ICASSPOnline Multi-Kernel Learning with Orthogonal Random Features.Yanning Shen, Tianyi Chen, Georgios B. Giannakis
2018ICASSPDpca: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets.Gang Wang, Jia Chen, Georgios B. Giannakis
2018ICASSPFully Automatic Segmentation of the Right Ventricle Via Multi-Task Deep Neural Networks.Liang Zhang, Georgios Vasileios Karanikolas, Mehmet Akakaya, Georgios B. Giannakis
2017ACSSCOnline learning for "thing-adaptive" Fog Computing in IoT.Tianyi Chen, Yanning Shen, Qing Ling, Georgios B. Giannakis
2017ACSSCMulti-kernel change detection for dynamic functional connectivity graphs.Georgios Vasileios Karanikolas, Olaf Sporns, Georgios B. Giannakis
2017ACSSCSoft unveiling of communities via egonet tensors.Fatemeh Sheikholeslami, Georgios B. Giannakis
2017ACSSCDirected network topology inference via sparse joint diagonalization.Yanning Shen, Xiao Fu, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2017GLOBECOMDistributed Stochastic Optimization of Network Function Virtualization.Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis
2017ICASSPIdentifying directional connections in brain networks via multi-kernel granger models.G. V. Karanikolas, Georgios B. Giannakis
2017ICASSPRobust clustering of data collected via crowdsourcing.Alba Pags-Zamora, Georgios B. Giannakis, Roberto Lpez-Valcarce, Pere Gimenez-Febrer
2017ICASSPTopology inference of directed graphs using nonlinear structural vector autoregressive models.Yanning Shen, Brian Baingana, Georgios B. Giannakis
2017ICASSPSPARTA: Sparse phase retrieval via Truncated Amplitude flow.Gang Wang, Georgios B. Giannakis, Jie Chen, Mehmet Akakaya
2017ICASSPDistributed recursive least-squares with data-adaptive censoring.Zifeng Wang, Zheng Yu, Qing Ling, Dimitris Berberidis, Georgios B. Giannakis
2017ICDMOverlapping Community Detection via Constrained PARAFAC: A Divide and Conquer Approach.Fatemeh Sheikholeslami, Georgios B. Giannakis
2017INFOCOMTopology inference of multilayer networks.Panagiotis A. Traganitis, Yanning Shen, Georgios B. Giannakis
2016ACSSCSpace-time scheduling for green data center networks.Tianyi Chen, Antonio G. Marqus, Georgios B. Giannakis
2016ACSSCKernel-based reconstruction of space-time functions via extended graphs.Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis
2016ACSSCInferring directed network topologies via tensor factorization.Yanning Shen, Brian Baingana, Georgios B. Giannakis
2016ACSSCA randomized approach to large-scale subspace clustering.Panagiotis A. Traganitis, Georgios B. Giannakis
2016CISSNonlinear structural equation models for network topology inference.Yanning Shen, Brian Baingana, Georgios B. Giannakis
2016CISSEfficient subspace clustering of large-scale data streams with misses.Panagiotis A. Traganitis, Georgios B. Giannakis
2016GLOBECOMTwo-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point Systems.Xiaojing Chen, Tianyi Chen, Xin Wang, Longbo Huang, Georgios B. Giannakis
2016ICASSPData sketching for large-scale Kalman filtering.Dimitris Berberidis, Georgios B. Giannakis
2016ICASSPStochastic online control for smart-grid powered MIMO downlink transmissions.Xiaojing Chen, Tianyi Chen, Xin Wang, Georgios B. Giannakis
2016ICASSPRobust geographical load balancing for sustainable data centers.Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis
2016ICASSPMulti-kernel based nonlinear models for connectivity identification of brain networks.G. V. Karanikolas, Georgios B. Giannakis, Konstantinos Slavakis, Richard M. Leahy
2016ICASSPQuickest convergence of online algorithms via data selection.Daniel Romero, Dimitris Berberidis, Georgios B. Giannakis
2016ICASSPStochastic energy management in distribution grids.Gang Wang, Vassilis Kekatos, Georgios B. Giannakis
2016ICASSPEstimating high-dimensional covariance matrices with misses for Kronecker product expansion models.Mahdi Zamanighomi, Zhengdao Wang, Georgios B. Giannakis
2015ACSSCRobust kriged Kalman filtering.Brian Baingana, Emiliano Dall'Anese, Gonzalo Mateos, Georgios B. Giannakis
2015ACSSCData sketching for tracking large-scale dynamical processes.Dimitris Berberidis, Georgios B. Giannakis
2015ACSSCBig data sketching with model mismatch.Sundeep Prabhakar Chepuri, Yu Zhang, Geert Leus, Georgios B. Giannakis
2015ACSSCLarge-scale subspace clustering using random sketching and validation.Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis
2015CISSOnline spectrum cartography via quantized measurements.Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis
2015CISSOnline subspace learning and nonlinear classification of Big Data with misses.Fatemeh Sheikholeslami, Georgios B. Giannakis
2015CISSOnline sketching of big categorical data with absent features.Yanning Shen, Morteza Mardani, Georgios B. Giannakis
2015CISSSpectral clustering of large-scale communities via random sketching and validation.Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis
2015CISSShort-term wind power forecasting using nonnegative sparse coding.Yu Zhang, Seung-Jun Kim, Georgios B. Giannakis
2015GLOBECOMOptimal Dynamic Power Management for Green Coordinated Multipoint Systems.Xin Wang, Tianyi Chen, Yu Zhang, Georgios B. Giannakis
2015ICASSPKernel-based embeddings for large graphs with centrality constraints.Brian Baingana, Georgios B. Giannakis
2015ICASSPAdaptive censoring for large-scale regressions.Dimitris K. Berberidis, Vassilis Kekatos, Gang Wang, Georgios B. Giannakis
2015ICASSPSpectrum cartography using quantized observations.Daniel Romero, Seung-Jun Kim, Roberto Lpez-Valcarce, Georgios B. Giannakis
2014ACSSCOnline censoring for large-scale regressions.Dimitris Berberidis, Gang Wang, Georgios B. Giannakis, Vassilis Kekatos
2014ACSSCOnline optimal power flow with renewables.Seung-Jun Kim, Georgios B. Giannakis, Kwang Y. Lee
2014ACSSCClassification of streaming big data with misses.Fatemeh Sheikholeslami, Morteza Mardani, Georgios B. Giannakis
2014ACSSCBig data clustering via random sketching and validation.Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis
2014CISSLinear minimum mean-square error estimation based on high-dimensional data with missing values.Mahdi Zamanighomi, Zhengdao Wang, Konstantinos Slavakis, Georgios B. Giannakis
2014ICASSPA proximal gradient algorithm for tracking cascades over networks.Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis
2014ICASSPSparse dictionary learning from 1-BIT data.Jarvis D. Haupt, Nikos D. Sidiropoulos, Georgios B. Giannakis
2014ICASSPKernel selection for power market inference via block successive upper bound minimization.Vassilis Kekatos, Yu Zhang, Georgios B. Giannakis
2014ICASSPOnline semidefinite programming for power system state estimation.Seung-Jun Kim, Gang Wang, Georgios B. Giannakis
2014ICASSPOnline dictionary learning from big data using accelerated stochastic approximation algorithms.Konstantinos Slavakis, Georgios B. Giannakis
2013ACSSCOptimal distributed generation placement in distribution systems via semidefinite relaxation.Emiliano Dall'Anese, Georgios B. Giannakis
2013ACSSCLow-rank kernel learning for electricity market inference.Vassilis Kekatos, Yu Zhang, Georgios B. Giannakis
2013ACSSCLoad forecasting via low rank plus sparse matrix factorization.Seung-Jun Kim, Georgios B. Giannakis
2013CISSRobust sparse embedding and reconstruction via dictionary learning.Konstantinos Slavakis, Georgios B. Giannakis, Geert Leus
2013GLOBECOMCognitive radio spectrum prediction using dictionary learning.Seung-Jun Kim, Georgios B. Giannakis
2013ICASSPCentrality-constrained graph embedding.Brian Baingana, Georgios B. Giannakis
2013ICASSPInference of Poisson count processes using low-rank tensor data.Juan Andrs Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2013ICASSPRobust network traffic estimation via sparsity and low rank.Morteza Mardani, Georgios B. Giannakis
2013ICASSPRank minimization for subspace tracking from incomplete data.Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis
2013ICASSPJoint resource allocation and receiver map estimation in underlay cognitive radios.Antonio G. Marqus, Emiliano Dall'Anese, Georgios B. Giannakis
2013ICASSPOnline robust portfolio risk management using total least-squares and parallel splitting algorithms.Konstantinos Slavakis, Geert Leus, Georgios B. Giannakis
2012GLOBECOMDecentralized power system state estimation.Vassilis Kekatos, Georgios B. Giannakis
2012ICASSPWeighted sparse signal decomposition.Massoud Babaie-Zadeh, Behzad Mehrdad, Georgios B. Giannakis
2012ICASSPDistributed belief propagation using sensor networks with correlated observations.Alfonso Cano, Georgios B. Giannakis
2012ICASSPStatistical routing for cognitive random access networks.Emiliano Dall'Anese, Georgios B. Giannakis
2012ICASSPChance-constrained optimization of uplink parameters for OFDMA cognitive radios.Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis
2012ICASSPDistributed robust beamforming for MIMO cognitive networks.Yu Zhang, Emiliano Dall'Anese, Georgios B. Giannakis
2011ACSSCRobust multi-dimensional scaling via outlier-sparsity control.Pedro A. Forero, Georgios B. Giannakis
2011ACSSCJoint link learning and cognitive radio sensing.Seung-Jun Kim, Nitin Jain, Georgios B. Giannakis, Pedro A. Forero
2011ACSSCUnveiling anomalies in large-scale networks via sparsity and low rank.Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis
2011ACSSCJoint rate and power control for coded cognitive radio networks.Ketan Rajawat, Emiliano Dall'Anese, Georgios B. Giannakis
2011CISSCooperative multi-residence demand response scheduling.Nikolaos Gatsis, Georgios B. Giannakis
2011CISSCross-layer design of coded multicast for wireless random access networks.Ketan Rajawat, Nikolaos Gatsis, Seung-Jun Kim, Georgios B. Giannakis
2011FUSIONSparsity-aware Kalman tracking of target signal strengths on a grid.Shahrokh Farahmand, Georgios B. Giannakis, Geert Leus, Zhi Tian
2011FUSIONDecentralized data selection for MAP estimation: A censoring and quantization approach.Eric J. Msechu, Georgios B. Giannakis
2011ICASSPSparse graphical modeling of piecewise-stationary time series.Daniele Angelosante, Georgios B. Giannakis
2011ICASSPBasis pursuit for spectrum cartography.Juan Andrs Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2011ICASSPOutlier-aware robust clustering.Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis
2011ICASSPUSPACOR: Universal sparsity-controlling outlier rejection.Georgios B. Giannakis, Gonzalo Mateos, Shahrokh Farahmand, Vassilis Kekatos, Hao Zhu
2011ICASSPResource allocation for OFDMA cognitive radios under channel uncertainty.Seung-Jun Kim, Nasim Yahya Soltani, Georgios B. Giannakis
2011ICASSPStochastic resource allocation for cognitive radio networks based on imperfect state information.Antonio G. Marqus, Georgios B. Giannakis, Luis M. Lopez-Ramos, Javier Ramos
2011ICASSPRobust nonparametric regression by controlling sparsity.Gonzalo Mateos, Georgios B. Giannakis
2011ICASSPEigenspace sparsity for compression and denoising.Ioannis D. Schizas, Georgios B. Giannakis
2011ICASSPWeighted and structured sparse total least-squares for perturbed compressive sampling.Hao Zhu, Georgios B. Giannakis, Geert Leus
2010GLOBECOMMinimum-Delay Spectrum Sensing for Multi-Band Cognitive Radios.Seung-Jun Kim, Guobing Li, Georgios B. Giannakis
2010GLOBECOMFrequency-Domain Oversampling for Zero-Padded OFDM in Underwater Acoustic Communications.Zhaohui Wang, Shengli Zhou, Georgios B. Giannakis, Christian R. Berger, Jie Huang
2010ICASSPMultiple frequency-hopping signal estimation via sparse regression.Daniele Angelosante, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2010ICASSPDistributed Lasso for in-network linear regression.Juan Andrs Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2010ICASSPParticle filter adaptation for distributed sensors via set membership.Shahrokh Farahmand, Stergios I. Roumeliotis, Georgios B. Giannakis
2010ICASSPConvergence analysis of consensus-based distributed clustering.Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis
2010ICASSPSequential cooperative sensing for multi-channel cognitive radios.Seung-Jun Kim, Georgios B. Giannakis
2010ICASSPStochastic cross-layer resource allocation for wireless networks using orthogonal access: Optimality and delay analysis.Antonio G. Marqus, Georgios B. Giannakis, Javier Ramos
2010ICASSPSparsity-cognizant overlapping co-clustering for behavior inference in social networks.Hao Zhu, Gonzalo Mateos, Georgios B. Giannakis, Nicholas D. Sidiropoulos, Arindam Banerjee
2009CISSRate-optimal and reduced-complexity sequential sensing algorithms for cognitive OFDM radios.Seung-Jun Kim, Georgios B. Giannakis
2009ICASSPRLS-weighted Lasso for adaptive estimation of sparse signals.Daniele Angelosante, Georgios B. Giannakis
2009ICASSPCross-layer optimization of wireless fading ad-hoc networks.Nikolaos Gatsis, Alejandro Ribeiro, Georgios B. Giannakis
2009ICASSPStochastic resource allocation for orthogonal access based on quantized CSI: Optimality, convergence and delay analysis.Antonio G. Marqus, Georgios B. Giannakis, Javier Ramos
2009ICASSPHigh-rate distributed multi-source cooperation using complex field coding.Alfonso Cano Pleite, Jess Gmez-Vilardeb, Ana I. Prez-Neira, Georgios B. Giannakis
2009ICASSPAn algebraic polyphase approach to wireless network coding.Ketan Rajawat, Tairan Wang, Georgios B. Giannakis
2009ICASSPCapacity scaling of wireless networks with complex field network coding.Tairan Wang, Georgios B. Giannakis
2009ICRACooperative multi-robot localization under communication constraints.Nikolas Trawny, Stergios I. Roumeliotis, Georgios B. Giannakis
2009ISITSparsity-embracing multiuser detection for CDMA systems with low activity factory.Hao Zhu, Georgios B. Giannakis
2008ACSSCDistributed spectrum sensing for cognitive radios by exploiting sparsity.Juan Andrs Bazerque, Georgios B. Giannakis
2008ACSSCOptimal layered architectures of wireless networks.Alejandro Ribeiro, Georgios B. Giannakis
2008ACSSCDistributed demodulation using consensus averaging in wireless sensor networks.Hao Zhu, Alfonso Cano, Georgios B. Giannakis
2008CISSLayer separability of wireless networks.Alejandro Ribeiro, Georgios B. Giannakis
2008CISSIn-network channel decoding using consensus on log-likelihood ratio averagesy.Hao Zhu, Alfonso Cano, Georgios B. Giannakis
2008ICASSPAnti-jam distributed MIMO decoding using wireless sensor networks.Shahrokh Farahmand, Alfonso Cano, Georgios B. Giannakis
2008ICASSPConsensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks.Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis
2008ICASSPUtility-based power control for peer-to-peer cognitive radio networks with heterogeneous QoS constraints.Nikolaos Gatsis, Antonio G. Marqus, Georgios B. Giannakis
2008ICASSPOptimal stochastic dual resource allocation for cognitive radios based on quantized CSI.Antonio G. Marqus, Xin Wang, Georgios B. Giannakis
2008ICASSPDistributed Kalman filtering based on quantized innovations.Eric J. Msechu, Alejandro Ribeiro, Stergios I. Roumeliotis, Georgios B. Giannakis
2008ICASSPOptimal FDMA over wireless fading mobile ad-hoc networks.Alejandro Ribeiro, Georgios B. Giannakis
2008ICASSPStability analysis of the consensus-based distributed LMS algorithm.Ioannis D. Schizas, Gonzalo Mateos, Georgios B. Giannakis
2008ISITErgodic capacity and average rate-guaranteed scheduling for wireless multiuser OFDM systems.Xin Wang, Georgios B. Giannakis
2007CISSMax-Min Strategies for Power-Limited Games in the Presence of Correlated Jamming.Shahrokh Farahmand, Georgios B. Giannakis, Xin Wang
2007CISSHigh-Throughput Cooperative Communications with Complex Field Network Coding.Tairan Wang, Georgios B. Giannakis
2007CISSChannel-Adaptive Optimal OFDMA Scheduling.Xin Wang, Georgios B. Giannakis, Yingqun Yu
2007CISSRobust Routing in Wireless Multi-Hop Networks.Yuchen Wu, Alejandro Ribeiro, Georgios B. Giannakis
2007ICASSPOptimizing Energy Efficiency of TDMA with Finite Rate Feedback.Antonio G. Marqus, Xin Wang, Georgios B. Giannakis
2007ICASSPMinimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks using Quantized Channel State Information.Antonio G. Marqus, Xing Wang, Georgios B. Giannakis
2007ICASSPDistributed Routing Algorithms for Wireless Multihop Networks.Alejandro Ribeiro, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2007ICASSPConsensus-Based Distributed Parameter Estimation in Ad Hoc Wireless Sensor Networks with Noisy Links.Ioannis D. Schizas, Alejandro Ribeiro, Georgios B. Giannakis
2007ICASSPSemiblind Channel and Carrier Frequency-Offset Estimation for Orthogonally Space-Time Block Coded MIMO Systems.Shahram Shahbazpanahi, Alex B. Gershman, Georgios B. Giannakis
2007ICASSPCompressed Sensing for Wideband Cognitive Radios.Zhi Tian, Georgios B. Giannakis
2007ICASSPMutual Information Jammer-Relay Games.Tairan Wang, Georgios B. Giannakis
2007INFOCOMModelling and Optimization of Stochastic Routing for Wireless Multi-Hop Networks.Alejandro Ribeiro, Georgios B. Giannakis, Zhi-Quan Luo, Nikos D. Sidiropoulos
2007INFOCOMJoint Congestion Control and OFDMA Scheduling for Hybrid Wireline-Wireless Networks.Yingqun Yu, Georgios B. Giannakis
2007WCNCStochastic Primal-Dual Scheduling Subject to Rate Constraints.Xin Wang, Georgios B. Giannakis
2006CISSA Deadlock-Free High-Throughput Tree Algorithm for Random Access over Fading Channels.Xin Wang, Yingqun Yu, Georgios B. Giannakis
2006CISSSmart Regenerative Relays for Link-Adaptive Cooperative Communications.Tairan Wang, Renqiu Wang, Georgios B. Giannakis
2006CISSJoint Low Density Parity-Check Coding and Linear Precoding for Rayleigh Fading Channels.Yingqun Yu, Georgios B. Giannakis
2006GLOBECOMLink-Adaptive Distributed Coding for Multi-Source Cooperation.Alfonso Cano, Tairan Wang, Alejandro Ribeiro, Georgios B. Giannakis
2006GLOBECOMA High-Rate Differential UWB Radio.Shahrokh Farahmand, Georgios B. Giannakis
2006ICASSPPower-Efficient OFDM with Reduced Complexity and Feedback Overhead.Antonio G. Marqus, Fadel F. Digham, Georgios B. Giannakis
2006ICASSPSOI-KF: Distributed Kalman Filtering With Low-Cost Communications Using The Sign Of Innovations.Alejandro Ribeiro, Georgios B. Giannakis, Stergios I. Roumeliotis
2006ICASSPOptimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise.Ioannis D. Schizas, Georgios B. Giannakis, Zhi-Quan Luo
2006ISITEnergy-Efficient Resource Allocation in TDMA over Fading Channels.Xin Wang, Georgios B. Giannakis
2005GLOBECOMDemodulation with dirty templates for UWB impulse radios.Shahrokh Farahmand, Xiliang Luo, Georgios B. Giannakis
2005GLOBECOMA robust high-throughput tree algorithm using successive interference cancellation.Xin Wang, Yingqun Yu, Georgios B. Giannakis
2005GLOBECOMNon-coherent distributed space-time processing for multiuser cooperative transmissions.Tairan Wang, Yingwei Yao, Georgios B. Giannakis
2005ICASSPBlind timing acquisition for ultra-wideband multi-user ad hoc access.Xiliang Luo, Georgios B. Giannakis
2005ICASSPNon-parametric distributed quantization-estimation using wireless sensor networks.Alejandro Ribeiro, Georgios B. Giannakis
2005ICASSPSemi-blind multi-user MIMO channel estimation based on Capon and MUSIC techniques.Shahram Shahbazpanahi, Alex B. Gershman, Georgios B. Giannakis
2005ICASSPAchieving the Welch bound with difference sets [optimal complex codebook design applications].Pengfei Xia, Shengli Zhou, Georgios B. Giannakis
2005ICASSPCooperative random access with long PN spreading codes.Yingqun Yu, Alejandro Ribeiro, Nikolaos D. Sidiropoulos, Georgios B. Giannakis
2005INFOCOMSICTA: a 0.693 contention tree algorithm using successive interference cancellation.Yingqun Yu, Georgios B. Giannakis
2005ISITOptimal linear decentralized estimation in a bandwidth constrained sensor network.Zhi-Quan Luo, Georgios B. Giannakis, Shuzhong Zhang
2005QshineCross-Layer Scheduler Design with QoS Support forWireless Access Networks.Qingwen Liu, Xin Wang, Georgios B. Giannakis
2004GLOBECOMEfficient bandwidth utilization guaranteeing QoS over adaptive wireless links.Qingwen Liu, Shengli Zhou, Georgios B. Giannakis
2004GLOBECOMOpportunistic access in slotted ALOHA adapted to decentralized CSI.Yingqun Yu, Georgios B. Giannakis
2004ICASSPOpportunistic multipath for bandwidth-efficient cooperative networking.Alejandro Ribeiro, Xiaodong Cai, Georgios B. Giannakis
2004ICASSPOptimal waveform design for UWB radios.Xianren Wu, Zhi Tian, Timothy N. Davidson, Georgios B. Giannakis
2004ICASSPBlind UWB timing with a dirty template.Liuqing Yang, Georgios B. Giannakis
2004ICASSPOptimal training for MIMO fading channels with time- and frequency-selectivity.Liuqing Yang, Xiaoli Ma, Georgios B. Giannakis
2004ICASSPOn regularity and identifiability of blind source separation under constant-modulus constraints.Yingwei Yao, Georgios B. Giannakis
2004ISITOn energy efficiency of relay transmissions.Yingwei Yao, Xiaodong Cai, Georgios B. Giannakis
2004QshineCross-Layer Modeling of Adaptive Wireless Links for QoS Support in Multimedia Networks.Qingwen Liu, Shengli Zhou, Georgios B. Giannakis
2003GLOBECOMHopping pilots for estimation of frequency-offset and multiantenna channels in MIMO OFDM.Mi-Kyung Oh, Xiaoli Ma, Georgios B. Giannakis, Dong-Jo Park
2003GLOBECOMBER sensitivity to mistiming in correlation-based UWB.Zhi Tian, Georgios B. Giannakis
2003GLOBECOMLow-complexity training for rapid timing acquisition in ultra wideband communications.Liuqing Yang, Georgios B. Giannakis
2003GLOBECOMRate-maximizing power allocation in OFDM based on partial channel knowledge.Yingwei Yao, Georgios B. Giannakis
2003ICASSPDifferential space-time modulation with transmit-beamforming for correlated MIMO fading channels.Xiaodong Cai, Georgios B. Giannakis
2003ICASSPUltra-wideband communications: an idea whose time has come.Georgios B. Giannakis
2003ICASSPBlock differential encoding for rapidly fading channels.Bing Lu, Xiaoli Ma, Georgios B. Giannakis
2003ICASSPFixed fragment-size packet transmissions with distributed redundancy over multipath fading channels.Shuichi Ohno, Georgios B. Giannakis
2003ICASSPNon-data aided timing acquisition of ultra-wideband transmissions using cyclostationarity.Liuqing Yang, Zhi Tian, Georgios B. Giannakis
2003ICASSPHow accurate channel prediction needs to be for adaptive modulation in Rayleigh MIMO channels?Shengli Zhou, Georgios B. Giannakis
2002GLOBECOMSpace-time-multipath coding using digital phase sweeping.Xiaoli Ma, Georgios B. Giannakis
2002GLOBECOMWhat determines average and outage performance in fading channels?Zhengdao Wang, Georgios B. Giannakis
2002ICASSPSpace-Time-Doppler coding over time-selective fading channels with maximum diversity and coding gains.Georgios B. Giannakis, Xiaoli Ma, Geert Leus, Shengli Zhou
2002ICASSPChip-Interleaved Block-Spread CDMA or DS-CDMA for cellular downlink?Geert Leus, Pengfei Xia, Shengli Zhou, Georgios B. Giannakis
2002ICASSPSpace-time-frequency block coded OFDM with subcarrier grouping and constellation precoding.Zhiqiang Liu, Yan Xin, Georgios B. Giannakis
2002ICASSPOptimal training for block transmissions over doubly-selective fading channels.Xiaoli Ma, Georgios B. Giannakis, Shuichi Ohno
2002ICASSPOptimal transmitter eigen-beamforming and space time block coding based on channel mean.Shengli Zhou, Georgios B. Giannakis
2002ISCASChip-interleaved block-spread CDMA for the downlink with inter-cell interference and soft hand-off.Shengli Zhou, Pengfei Xia, Geert Leus, Georgios B. Giannakis
2002VTCSpace-time-frequency trellis coding for frequency-selective fading channels.Zhiqiang Liu, Yan Xin, Georgios B. Giannakis
2002VTCTurbo decoding of error control coded and unitary precoded OFDM.Shengli Zhou, Zhengdao Wang, Nachiket Bapat, Georgios B. Giannakis
2002WCNCHigh-rate layered space-time transmissions based on constellation-rotation.Yan Xin, Zhiqiang Liu, Georgios B. Giannakis
2001GLOBECOMSpace-time constellation-rotating codes maximizing diversity and coding gains.Yan Xin, Zhengdao Wang, Georgios B. Giannakis
2001GLOBECOMOptimized null-subcarrier selection for CFO estimation in OFDM over frequency-selective fading channels.Mounir Ghogho, Ananthram Swami, Georgios B. Giannakis
2001GLOBECOMMultiuser spreading codes retaining orthogonality through unknown time- and frequency-selective fading.Geert Leus, Shengli Zhou, Georgios B. Giannakis
2001GLOBECOMSpace-time coded transmissions with maximum diversity gains over frequency-selective multipath fading channels.Shengli Zhou, Georgios B. Giannakis
2001ICASSPSpace-time diversity systems based on unitary constellation-rotating precoders.Yan Xin, Zhengdao Wang, Georgios B. Giannakis
2001ICASSPOptimal training and redundant precoding for block transmissions with application to wireless OFDM.Shuichi Ohno, Georgios B. Giannakis
2001ICASSPChannel-independent non-data aided synchronization of generalized multiuser OFDM.Massimiliano Pompili, Sergio Barbarossa, Georgios B. Giannakis
2001ICASSPPerformance analysis of moment-based estimators for the K parameter of the Rice fading distribution.Cihan Tepedelenlioglu, Ali Abdi, Georgios B. Giannakis, Mostafa Kaveh
2001ICASSPComparison of digital multi-carrier with direct sequence spread spectrum in the presence of multipath.Shengli Zhou, Georgios B. Giannakis, Ananthram Swami
2000GLOBECOMOptimal transmit-diversity precoders for random fading channels.Georgios B. Giannakis, Shengli Zhou
2000GLOBECOMAll-digital PAM impulse radio for multiple-access through frequency-selective multipath.Christophe J. Le Martret, Georgios B. Giannakis
2000GLOBECOMDeterministic time-varying packet fair queueing for integrated services networks.Anastasios Stamoulis, Georgios B. Giannakis
2000ICASSPPerformance of non-data aided carrier offset estimation for non-circular transmissions through frequency-selective channels.Philippe Ciblat, Philippe Loubaton, Erchin Serpedin, Georgios B. Giannakis
2000ICASSPRecovering clipped OFDM symbols with Bayesian inference.David Declercq, Georgios B. Giannakis
2000ICASSPWideband generalized multicarrier CDMA over frequency-selective wireless channels.Georgios B. Giannakis, Paul A. Anghel, Zhengdao Wang
2000ICASSPReduced complexity equalizers for zero-padded OFDM transmissions.Bertrand Muquet, Marc de Courville, Georgios B. Giannakis, Z. Wang, Pierre Duhamel
2000ICASSPRobust OFDM transmissions over frequency-selective channels with multiplicative time-selective effects.Anna Scaglione, Sergio Barbarossa, Georgios B. Giannakis
2000INFOCOMPacket Fair Queueing Scheduling Based on Multirate Multipath-Transparent CDMA for Wireless Networks.Anastasios Stamoulis, Georgios B. Giannakis
1999ICASSPMutually orthogonal transceivers for blind uplink CDMA irrespective of multipath channel nulls.Georgios B. Giannakis, Zhengdao Wang, Anna Scaglione, Sergio Barbarossa
1999ICASSPFading-resistant and MUI-free codes for CDMA systems.Anna Scaglione, Sergio Barbarossa, Georgios B. Giannakis
1999ICASSPNon-data aided joint estimation of carrier frequency offset and channel using periodic modulation precoders: performance analysis.Erchin Serpedin, Antoine Chevreuil, Georgios B. Giannakis, Philippe Loubaton
1998ICASSPPerformance analysis of blind channel estimators based on non-redundant periodic modulation precoders.Antoine Chevreuil, Erchin Serpedin, Philippe Loubaton, Georgios B. Giannakis
1998ICASSPSelf-recovering multirate equalizers using redundant filterbank precoders.Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa
1997ICASSPExpert Summaries.Rama Chellapa, Renato De Mori, Georgios B. Giannakis, Hans Georg Musmann, Hermann Ney, Mark J. T. Smith, John R. Treichler, Michael D. Zoltowski
1997ICASSPAdaptive blind equalization of time-varying channels.Georgios B. Giannakis, Cihan Tepedelenlioglu, Hui Liu
1997ICASSPCyclostationarity in partial response signaling: a novel framework for blind equalization.Michail K. Tsatsanis, Georgios B. Giannakis
1996ICASSPEstimation and equalization of fading channels with random coefficients.Michail K. Tsatsanis, Georgios B. Giannakis, Guotong Zhou
1996ICIPBlurs and perfect image restoration.Georgios B. Giannakis, Robert W. Heath Jr.
1995ICASSPVelocity and acceleration estimation of Doppler weather radar/lidar signals in colored noise.Wei-Ge Chen, Guotong Zhou, Georgios B. Giannakis
1995ICASSPBlind fractionally-spaced equalization of noisy FIR channels: adaptive and optimal solutions.Georgios B. Giannakis, Steven D. Halford
1995ICASSPMultirate filter banks for code-division multiple access systems.Michail K. Tsatsanis, Georgios B. Giannakis
1995ICIPA harmonic retrieval framework for discontinuous motion estimation.Wei-Ge Chen, Georgios B. Giannakis, N. Nandhakumar
1994ICASSPExtraction of almost periodic signals using cyclostationarity.Amod V. Dandawate, Georgios B. Giannakis
1994ICASSPSelf coupled harmonics: stationary and cyclostationary approaches.Guotong Zhou, Georgios B. Giannakis
1994ICIPSpatio-Temporal Approach for Time-Varying Image Motion Estimation.Wei-Ge Chen, Georgios B. Giannakis, N. Nandhakumar
1994ICIPImage Modeling Using Inverse Filtering Criteria with Application to Texture Images.Thomas E. Hall, Georgios B. Giannakis
1993ICASSPInformation theoretic criteria for non-Gaussian ARMA order determination and parameter estimation.Georgios B. Giannakis, Sanyogita Shamsunder
1993ICASSPDetection in colored non-Gaussian noise using cumulants.Brian M. Sadler, Georgios B. Giannakis
1993ICASSPBlind equalization of rapidly fading channels via exploitation of cyclostationarity and higher-order statistics.Michail K. Tsatsanis, Georgios B. Giannakis
1992ICASSPCyclic-cumulant based identification of almost periodically time-varying systems: parametric methods.Amod V. Dandawate, Georgios B. Giannakis
1991ICASSPNoise insensitive image motion estimation using cumulants.John M. M. Anderson, Georgios B. Giannakis
1991ICASSPStrongly consistent output only and input/output identification in the presence of Gaussian noise.Anastasios Delopoulos, Georgios B. Giannakis
1991ICASSPHOS or SOS for parametric modeling?Georgios B. Giannakis, Michail K. Tsatsanis
1991ICASSPTexture model validation using higher-order statistics.Thomas E. Hall, Georgios B. Giannakis
1990ICASSPLinear and non-linear adaptive noise cancelers.Georgios B. Giannakis, Amod V. Dandawate
1990ICASSPFIR modeling using log-bispectra: weighted least-squares algorithms and performance analysis.Maria Rangoussi, Georgios B. Giannakis
1989ICASSPA unified approach to modeling multichannel ARMA processes.Ananthram Swami, Georgios B. Giannakis, Jerry M. Mendel
1988ICASSPMaximum entropy extrapolation of cumulant statistics: linear processes.Georgios B. Giannakis, Ananthram Swami, Jerry M. Mendel
1988ICASSPCumulant based parameter estimation of multichannel moving-average processes.Yujiro Inouye, Georgios B. Giannakis, Jerry M. Mendel
1988ICASSPARMA modeling and phase reconstruction of multidimensional non-Gaussian processes using cumulants.Ananthram Swami, Georgios B. Giannakis
1987ICASSPARMA Modeling using cumulant and autocorrelation statistics.Georgios B. Giannakis, Jerry M. Mendel, W. Wang
1987ICASSPA fast prediction-error detector for estimating sparse-spike sequences.Georgios B. Giannakis, Jerry M. Mendel, Xiaofeng Zhao