| 2024 | BMVC | SAE: Single Architecture Ensemble Neural Networks. | Martin Ferianc, Hongxiang Fan, Miguel R. D. Rodrigues |
| 2024 | ICLR | Synthetic Labeling: A Novel Approach to Advancing Few-Shot Learning. | Zhaoyan Lyu, Gholamali Aminian, Miguel R. D. Rodrigues |
| 2023 | AISTATS | How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? | Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan |
| 2023 | ICIP | BITS-Net: Blind Image Transparency Separation Network. | Chao Zhou, Zhaoyan Lyu, Miguel R. D. Rodrigues |
| 2023 | ICLR | Generalization and Estimation Error Bounds for Model-based Neural Networks. | Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar |
| 2023 | ISIT | On the Generalization Error of Meta Learning for the Gibbs Algorithm. | Yuheng Bu, Harsha Vardhan Tetali, Gholamali Aminian, Miguel R. D. Rodrigues, Gregory W. Wornell |
| 2022 | AISTATS | An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift. | Gholamali Aminian, Mahed Abroshan, Mohammad Mahdi Khalili, Laura Toni, Miguel R. D. Rodrigues |
| 2022 | AISTATS | Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm. | Yuheng Bu, Gholamali Aminian, Laura Toni, Gregory W. Wornell, Miguel R. D. Rodrigues |
| 2022 | ICASSP | Optimization Guarantees for ISTA and ADMM Based Unfolded Networks. | Wei Pu, Yonina C. Eldar, Miguel R. D. Rodrigues |
| 2022 | ICASSP | Blind Unmixing Using A Double Deep Image Prior. | Chao Zhou, Miguel R. D. Rodrigues |
| 2022 | ISIT | Tighter Expected Generalization Error Bounds via Convexity of Information Measures. | Gholamali Aminian, Yuheng Bu, Gregory W. Wornell, Miguel R. D. Rodrigues |
| 2021 | ICASSP | REST: Robust lEarned Shrinkage-Thresholding Network Taming Inverse Problems with Model Mismatch. | Wei Pu, Chao Zhou, Yonina C. Eldar, Miguel R. D. Rodrigues |
| 2021 | ICASSP | An ADMM Based Network for Hyperspectral Unmixing Tasks. | Chao Zhou, Miguel R. D. Rodrigues |
| 2021 | ICML | Blind Pareto Fairness and Subgroup Robustness. | Natalia Martnez, Martn Bertrn, Afroditi Papadaki, Miguel R. D. Rodrigues, Guillermo Sapiro |
| 2021 | ISIT | Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms. | Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues |
| 2020 | ICASSP | A Connected Auto-Encoders Based Approach for Image Separation with Side Information: With Applications to Art Investigation. | Wei Pu, Barak Sober, Nathan Daly, Catherine Higgitt, Ingrid Daubechies, Miguel R. D. Rodrigues |
| 2020 | ITW | Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms. | Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues |
| 2019 | ICASSP | Task-Based Quantization for Massive MIMO Channel Estimation. | Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues |
| 2019 | ICASSP | Magnetic Resonance Fingerprinting Using a Residual Convolutional Neural Network. | Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues |
| 2019 | ICML | Adversarially Learned Representations for Information Obfuscation and Inference. | Martn Bertrn, Natalia Martnez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Galen Reeves, Guillermo Sapiro |
| 2018 | ICIP | Multimodal Image Denoising Based on Coupled Dictionary Learning. | Pingfan Song, Miguel R. D. Rodrigues |
| 2018 | ICIP | Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction. | Pingfan Song, Lior Weizman, Joo F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues |
| 2018 | WCNC | Data aggregation and recovery for the Internet of Things: A compressive demixing approach. | Evangelos Zimos, Joo F. C. Mota, Evaggelia Tsiligianni, Miguel R. D. Rodrigues, Nikos Deligiannis |
| 2017 | AISTATS | Generalization Error of Invariant Classifiers. | Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues |
| 2017 | ICASSP | Rate-distortion trade-offs in acquisition of signal parameters. | Miguel R. D. Rodrigues, Nikos Deligiannis, Lifeng Lai, Yonina C. Eldar |
| 2016 | DCC | Bayesian Compressed Sensing with Heterogeneous Side Information. | Evangelos Zimos, Joo F. C. Mota, Miguel R. D. Rodrigues, Nikos Deligiannis |
| 2016 | ICASSP | Signal reconstruction in the presence of side information: The impact of projection kernel design. | Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues |
| 2016 | ICASSP | Reference-based compressed sensing: A sample complexity approach. | Joo F. C. Mota, Lior Weizman, Nikos Deligiannis, Yonina C. Eldar, Miguel R. D. Rodrigues |
| 2016 | ICASSP | A general framework for reconstruction and classification from compressive measurements with side information. | Liming Wang, Francesco Renna, Xin Yuan, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin |
| 2016 | ICIP | X-ray image separation via coupled dictionary learning. | Nikos Deligiannis, Joo F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies |
| 2016 | ISIT | On the design of linear projections for compressive sensing with side information. | Meng-Yang Chen, Francesco Renna, Miguel R. D. Rodrigues |
| 2015 | ICASSP | Alignment with intra-class structure can improve classification. | Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Miguel R. D. Rodrigues, Guillermo Sapiro |
| 2015 | ICASSP | Dynamic sparse state estimation using ℓ1-ℓ1 minimization: Adaptive-rate measurement bounds, algorithms and applications. | Joo F. C. Mota, Nikos Deligiannis, Aswin C. Sankaranarayanan, Volkan Cevher, Miguel R. D. Rodrigues |
| 2015 | ISIT | Classification and reconstruction of compressed GMM signals with side information. | Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues |
| 2015 | ISIT | Mismatch in the classification of linear subspaces: Upper bound to the probability of error. | Jure Sokolic, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues |
| 2015 | ISIT | A concentration-of-measure inequality for multiple-measurement models. | Liming Wang, Jiaji Huang, Xin Yuan, Volkan Cevher, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin |
| 2014 | ICASSP | Information-theoretic criteria for the design of compressive subspace classifiers. | Matthew S. Nokleby, Miguel R. D. Rodrigues, A. Robert Calderbank |
| 2014 | ICML | Nonlinear Information-Theoretic Compressive Measurement Design. | Liming Wang, Abolfazl Razi, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin |
| 2014 | ISIT | Discrimination on the grassmann manifold: Fundamental limits of subspace classifiers. | Matthew S. Nokleby, Miguel R. D. Rodrigues, A. Robert Calderbank |
| 2013 | GLOBECOM | Towards energy neutrality in energy harvesting wireless sensor networks: A case for distributed compressive sensing? | Wei Chen, Yiannis Andreopoulos, Ian J. Wassell, Miguel R. D. Rodrigues |
| 2013 | ICASSP | Compressive sensing for incoherent imaging systems with optical constraints. | Francesco Renna, Miguel R. D. Rodrigues, Minhua Chen, A. Robert Calderbank, Lawrence Carin |
| 2013 | ISCC | On the comprehension of DSL SyncTrap events in IPTV networks. | Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim |
| 2013 | ISIT | Characterization and optimization of the constrained capacity of coherent fading channels driven by arbitrary inputs: A Mellin transform based asymptotic approach. | Alberto Gil C. P. Ramos, Miguel R. D. Rodrigues |
| 2013 | ISIT | Compressive classification. | Hugo Reboredo, Francesco Renna, A. Robert Calderbank, Miguel R. D. Rodrigues |
| 2013 | ISIT | Generalized Bregman divergence and gradient of mutual information for vector Poisson channels. | Liming Wang, Miguel R. D. Rodrigues, Lawrence Carin |
| 2013 | ITW | Information-theoretic limits on the classification of Gaussian mixtures: Classification on the Grassmann manifold. | Matthew S. Nokleby, A. Robert Calderbank, Miguel R. D. Rodrigues |
| 2012 | GLOBECOM | Towards the improvement of diagnostic metrics Fault diagnosis for DSL-Based IPTV networks using the Rnyi entropy. | Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim |
| 2012 | ICASSP | On the design of optimized projections for sensing sparse signals in overcomplete dictionaries. | Wei Chen, Miguel R. D. Rodrigues, Ian J. Wassell |
| 2012 | ICASSP | How to focus the discriminative power of a dictionary. | William R. Carson, Miguel R. D. Rodrigues, Minhua Chen, Lawrence Carin, A. Robert Calderbank |
| 2012 | ICML | Communications Inspired Linear Discriminant Analysis. | Minhua Chen, William R. Carson, Miguel R. D. Rodrigues, Lawrence Carin, A. Robert Calderbank |
| 2012 | ISIT | Characterization of the constrained capacity of multiple-antenna fading coherent channels driven by arbitrary inputs. | Miguel R. D. Rodrigues |
| 2012 | VTC | Orthogonal Signalling in the Gaussian Wiretap Channel in the Wideband Regime. | Ke Zhang, Miguel R. D. Rodrigues, Mohammed Zaki Ahmed, Martin Tomlinson, Francisco Cercas |
| 2011 | ICASSP | Penalized L1 minimization for reconstruction of time-varying sparse signals. | Wei Chen, Miguel R. D. Rodrigues, Ian J. Wassell |
| 2011 | ICASSP | When to add another dimension when communicating over MIMO channels. | Sreechakra Goparaju, A. Robert Calderbank, William R. Carson, Miguel R. D. Rodrigues, Fernando Prez-Cruz |
| 2011 | ICASSP | Filter design with secrecy constraints: The multiple-input multiple-output Gaussian wiretap channel with zero forcing receive filters. | Hugo Reboredo, Vinay Uday Prabhu, Miguel R. D. Rodrigues, Joo M. F. Xavier |
| 2011 | ISIT | On the constrained capacity of multi-antenna fading coherent channels with discrete inputs. | Miguel R. D. Rodrigues |
| 2011 | VTC | Filter Design with Secrecy Constraints: The Degraded Multiple-Input Multiple-Output Gaussian Wiretap Channel. | Hugo Reboredo, Munnujahan Ara, Miguel R. D. Rodrigues, Joo M. F. Xavier |
| 2010 | GLOBECOM | On Wireless Channels with M-Antenna Eavesdroppers: Characterization of the Outage Probability and Outage Secrecy Capacity. | Vinay Uday Prabhu, Miguel R. D. Rodrigues |
| 2010 | ISIT | Modelling the decoder and demapper EXIT chart curves in BICM-ID systems: BEC approximations. | William R. Carson, Miguel R. D. Rodrigues, Ian J. Wassell |
| 2010 | PIMRC | Joint channel equalization and detection of Spectrally Efficient FDM signals. | Arsenia Chorti, Ioannis Kanaras, Miguel R. D. Rodrigues, Izzat Darwazeh |
| 2009 | ISIT | On multiple-input multiple-output Gaussian channels with arbitrary inputs subject to jamming. | Miguel R. D. Rodrigues, Gil Ramos |
| 2009 | PIMRC | Investigation of a Semidefinite Programming detection for a spectrally efficient FDM system. | Ioannis Kanaras, Arsenia Chorti, Miguel R. D. Rodrigues, Izzat Darwazeh |
| 2008 | Broadnets | A combined MMSE-ML detection for a spectrally efficient non orthogonal FDM signal. | Ioannis Kanaras, Arsenia Chorti, Miguel R. D. Rodrigues, Izzat Darwazeh |
| 2008 | GLOBECOM | Filter Design with Secrecy Constraints: The Degraded Parallel Gaussian Wiretap Channel. | Miguel R. D. Rodrigues, Pedro D. M. Almeida |
| 2008 | ITW | Multiple-input multiple-output Gaussian channels: Optimal covariance for non-Gaussian inputs. | Miguel R. D. Rodrigues, Fernando Prez-Cruz, Sergio Verd |
| 2007 | CISS | A Union Bound Approximation for Rapid Performance Evaluation of Punctured Turbo Codes. | Ioannis Chatzigeorgiou, Miguel R. D. Rodrigues, Ian J. Wassell, Rolando A. Carrasco |
| 2007 | ISIT | Pseudo-random Puncturing: A Technique to Lower the Error Floor of Turbo Codes. | Ioannis Chatzigeorgiou, Miguel R. D. Rodrigues, Ian J. Wassell, Rolando A. Carrasco |
| 2007 | PIMRC | On the Performance of Iterative Demapping and Decoding Techniques over Quasi-Static Fading Channels. | William R. Carson, Ioannis Chatzigeorgiou, Ian J. Wassell, Miguel R. D. Rodrigues, Rolando A. Carrasco |
| 2006 | ISIT | Secrecy Capacity of Wireless Channels. | Joo Barros, Miguel R. D. Rodrigues |
| 2005 | ISIT | On the performance of turbo codes in quasi-static fading channels. | Miguel R. D. Rodrigues, Ioannis Chatzigeorgiou, Ian J. Wassell, Rolando A. Carrasco |
| 2002 | VTC | Performance assessment of MC-CDMA and MC-DS-CDMA in the presence of high power amplifier non-linearities. | Nishita Hathi, Miguel R. D. Rodrigues, Izzat Darwazeh, John J. O'Reilly |