| 2025 | ICASSP | On Momentum Acceleration for Randomized Coordinate Descent in Matrix Completion. | Matthew Callahan, Trung Vu, Raviv Raich |
| 2025 | ICASSP | Maximum Likelihood Estimation of Stable ARX Models using Randomized Coordinate Descent. | Ozmen Erkin Kokten, Raviv Raich |
| 2024 | ICASSP | Provable Randomized Coordinate Descent for Matrix Completion. | Matthew Callahan, Trung Vu, Raviv Raich |
| 2024 | ICMLA | Learning Extended Forecasts of Soil Water Content via Physically-Inspired Autoregressive Models. | Ozmen Erkin Kokten, Raviv Raich, James Holmes, Alan Fern |
| 2023 | ACSSC | ON THE ASYMPTOTIC LINEAR CONVERGENCE OF GRADIENT DESCENT FOR NON-SYMMETRIC MATRIX COMPLETION. | Trung Vu, Raviv Raich |
| 2023 | ICASSP | Forensics for Adversarial Machine Learning Through Attack Mapping Identification. | Allen Yan, Jinsub Kim, Raviv Raich |
| 2021 | ICASSP | Adversarial Learning via Probabilistic Proximity Analysis. | Jarrod Hollis, Jinsub Kim, Raviv Raich |
| 2021 | ICASSP | Exact Linear Convergence Rate Analysis for Low-Rank Symmetric Matrix Completion via Gradient Descent. | Trung Vu, Raviv Raich |
| 2020 | ICASSP | Foreground Signature Extraction for an Intimate Mixing Model in Hyperspectral Image Classification. | Jarrod Hollis, Raviv Raich, Jinsub Kim, Barak Fishbain, Shai Kendler |
| 2020 | ICASSP | Cost Aware Adversarial Learning. | Shashini De Silva, Jinsub Kim, Raviv Raich |
| 2019 | ICASSP | Accelerating Iterative Hard Thresholding for Low-rank Matrix Completion via Adaptive Restart. | Trung Vu, Raviv Raich |
| 2019 | ICASSP | Local Convergence of the Heavy Ball Method in Iterative Hard Thresholding for Low-rank Matrix Completion. | Trung Vu, Raviv Raich |
| 2018 | ICASSP | Discriminative Clustering with Cardinality Constraints. | Anh T. Pham, Raviv Raich, Xiaoli Z. Fern |
| 2018 | ICASSP | Discriminative Probabilistic Framework for Generalized Multi-Instance Learning. | Anh T. Pham, Raviv Raich, Xiaoli Z. Fern, Weng-Keen Wong, Xinze Guan |
| 2018 | ICPR | Learning with Latent Label Hierarchy from Incomplete Multi-Label Data. | Yuanli Pei, Xiaoli Z. Fern, Raviv Raich |
| 2017 | ICASSP | Sparse error correction with multiple measurement vectors: Observability-aware approach. | Sharmin Kibria, Jinsub Kim, Raviv Raich |
| 2017 | ICASSP | Simultaneous segmentation and classification of bird song using CNN. | Revathy Narasimhan, Xiaoli Z. Fern, Raviv Raich |
| 2017 | ICASSP | Online learning of time-frequency patterns. | Jos Francisco Ruiz-Muoz, Raviv Raich, Mauricio Orozco-Alzate, Xiaoli Z. Fern |
| 2017 | ICASSP | Discriminative recurring signal detection and localization. | Zeyu You, Raviv Raich, Xiaoli Z. Fern, Jinsub Kim |
| 2017 | ICLR | Filter shaping for Convolutional Neural Networks. | Xingyi Li, Fuxin Li, Xiaoli Z. Fern, Raviv Raich |
| 2016 | AAAI | Multi-Instance Multi-Label Class Discovery: A Computational Approach for Assessing Bird Biodiversity. | Forrest Briggs, Xiaoli Z. Fern, Raviv Raich, Matthew Betts |
| 2016 | ICASSP | Semi-supervised learning in the presence of novel class instances. | Anh T. Pham, Raviv Raich, Xiaoli Z. Fern |
| 2016 | ICML | Efficient Multi-Instance Learning for Activity Recognition from Time Series Data Using an Auto-Regressive Hidden Markov Model. | Xinze Guan, Raviv Raich, Weng-Keen Wong |
| 2015 | ICASSP | Supervised hierarchical segmentation for bird song recording. | Teresa Vania Tjahja, Xiaoli Z. Fern, Raviv Raich, Anh T. Pham |
| 2015 | ICML | Multi-instance multi-label learning in the presence of novel class instances. | Anh T. Pham, Raviv Raich, Xiaoli Z. Fern, Jess Prez Arriaga |
| 2014 | ICASSP | Looking for the same needle in multiple haystacks: Performance bounds. | Raviv Raich, Zeyu You |
| 2014 | ICASSP | An inference framework for detection of home appliance activation from voltage measurements. | Zeyu You, Raviv Raich, Yonghong Huang |
| 2014 | IJCNN | Mixture modeling and inference for recognition of multiple recurring unknown patterns. | Zeyu You, Raviv Raich, Yonghong Huang |
| 2013 | ICASSP | A generative semi-supervised model for multi-view learning when some views are label-free. | Gaole Jin, Raviv Raich, David J. Miller |
| 2013 | ICDM | Context-Aware MIML Instance Annotation. | Forrest Briggs, Xiaoli Z. Fern, Raviv Raich |
| 2012 | ICASSP | Feature extraction using distribution representation for colorimetric sensor arrays used as explosives detectors. | Tommy S. Alstrm, Raviv Raich, Natalie V. Kostesha, Jan Larsen |
| 2012 | ICASSP | Tuning-free joint sparse recovery via optimization transfer. | Evgenia Chunikhina, Gregory Gutshall, Raviv Raich, Thinh P. Nguyen |
| 2012 | ISCAS | Multi-channel mixed-signal noise source with applications to stochastic equalization. | Jinzhou Cao, Raviv Raich, Gabor C. Temes, Gert Cauwenberghs |
| 2012 | KDD | Rank-loss support instance machines for MIML instance annotation. | Forrest Briggs, Xiaoli Z. Fern, Raviv Raich |
| 2011 | ICASSP | Entropy estimation using the principle of maximum entropy. | Behrouz Behmardi, Raviv Raich, Alfred O. Hero III |
| 2011 | ICASSP | Time-frequency segmentation of bird song in noisy acoustic environments. | Lawrence Neal, Forrest Briggs, Raviv Raich, Xiaoli Z. Fern |
| 2011 | ISIT | k-nearest neighbor estimation of entropies with confidence. | Kumar Sricharan, Raviv Raich, Alfred O. Hero III |
| 2010 | ICASSP | Optimized intrinsic dimension estimator using nearest neighbor graphs. | Kumar Sricharan, Raviv Raich, Alfred O. Hero III |
| 2010 | ICIP | Monocular Extraction of 2.1D Sketch. | Mohamed R. Amer, Raviv Raich, Sinisa Todorovic |
| 2009 | ICASSP | An information geometric approach to supervised dimensionality reduction. | Kevin M. Carter, Raviv Raich, Alfred O. Hero III |
| 2009 | ICCCN | On Achievable Throughput Region of Prioritized Transmissions Via Network Coding. | Tuan Tran, Thinh P. Nguyen, Raviv Raich |
| 2009 | ICDM | Audio Classification of Bird Species: A Statistical Manifold Approach. | Forrest Briggs, Raviv Raich, Xiaoli Z. Fern |
| 2009 | ICMLA | A Syllable-Level Probabilistic Framework for Bird Species Identification. | Balaji Lakshminarayanan, Raviv Raich, Xiaoli Z. Fern |
| 2008 | ICASSP | Fine: Information embedding for document classification. | Kevin M. Carter, Raviv Raich, Alfred O. Hero III |
| 2008 | ICASSP | Blind deconvolution for sparse molecular imaging. | Kyle Herrity, Raviv Raich, Alfred O. Hero III |
| 2008 | ICASSP | Euclidean matrix completion problems in tracking and geo-localization. | Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III |
| 2007 | ICASSP | Sequential Energy Allocation Strategies for Channel Estimation. | Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III |
| 2006 | ICASSP | On Dimensionality Reduction for Classification and its Application. | Raviv Raich, Jose A. Costa, Alfred O. Hero III |
| 2006 | ICASSP | Single-Stage Waveform Selection for Adaptive Resource Constrained State Estimation. | Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III |
| 2006 | ICIP | Sparse Image Reconstruction for Partially known Blur Functions. | Raviv Raich, Alfred O. Hero III |
| 2006 | ICIP | Sparse Image Reconstruction using Sparse Priors. | Michael Ting, Raviv Raich, Alfred O. Hero III |
| 2005 | ICASSP | Optimal experimental design for an inverse scattering problem. | Raghuram Rangarajan, Raviv Raich, Alfred O. Hero III |
| 2004 | ICASSP | On the benefits of deliberately introduced baseband nonlinearities in communication systems. | Hua Qian, Raviv Raich, G. Tong Zhou |
| 2004 | ICASSP | Spectral analysis for bandpass nonlinearity with cyclostationary input. | Raviv Raich, G. Tong Zhou |
| 2003 | ICASSP | Digital baseband predistortion of nonlinear power amplifiers using orthogonal polynomials. | Raviv Raich, Hua Qian, G. Tong Zhou |
| 2002 | ICASSP | A Hammerstein predistortion linearization design based on the indirect learning architecture. | Lei Ding, Raviv Raich, Guo Tong Zhou |
| 2001 | ICASSP | Analyzing spectral regrowth of QPSK and OQPSK signals. | Raviv Raich, G. Tong Zhou |
| 1999 | ICASSP | Localization of a distributed source which is "partially coherent"-modeling and Cramer-Rao bounds. | Raviv Raich, Jason Goldberg, Hagit Messer |