| Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions C Chen, EW Tramel, JE Fowler Asilomar Conference on Signals, Systems, and Computers, 2011 | 305 | 2011 |
| Block-Based Compressed Sensing of Images and Video JE Fowler, S Mun, EW Tramel Foundations and Trends in Signal Processing 4 (4), 297-416, 2012 | 253 | 2012 |
| Nearest regularized subspace for hyperspectral classification W Li, EW Tramel, S Prasad, JE Fowler IEEE Transactions on Geoscience and Remote Sensing 52 (1), 477-489, 2013 | 246 | 2013 |
| Multiscale Block Compressed Sensing with Smoothed Projected Landweber Reconstruction JE Fowler, S Mun, EW Tramel European Signal Processing Conference (EUSIPCO), 564-568, 2011 | 205 | 2011 |
| Video Compressed Sensing with Multihypothesis EW Tramel, JE Fowler Data Compression Conference (DCC), 2011, 193-202, 2011 | 140 | 2011 |
| Classification and disease localization in histopathology using only global labels: A weakly-supervised approach P Courtiol, EW Tramel, M Sanselme, G Wainrib arXiv preprint arXiv:1802.02212, 2018 | 109 | 2018 |
| Siloed federated learning for multi-centric histopathology datasets M Andreux, JO du Terrail, C Beguier, EW Tramel Domain Adaptation and Representation Transfer, and Distributed and …, 2020 | 96 | 2020 |
| Swept Approximate Message Passing for Sparse Estimation A Manoel, F Krzakala, EW Tramel, L Zdeborova Proceedings of The 32nd International Conference on Machine Learning, 1123-1132, 2015 | 89* | 2015 |
| Spectral–spatial preprocessing using multihypothesis prediction for noise-robust hyperspectral image classification C Chen, W Li, EW Tramel, M Cui, S Prasad, JE Fowler IEEE journal of selected topics in applied earth observations and remote …, 2014 | 88 | 2014 |
| Training Restricted Boltzmann Machine via the Thouless-Anderson-Palmer free energy M Gabrié, EW Tramel, F Krzakala Advances in neural information processing systems 28, 2015 | 84* | 2015 |
| Reconstruction of hyperspectral imagery from random projections using multihypothesis prediction C Chen, W Li, EW Tramel, JE Fowler IEEE Transactions on Geoscience and Remote Sensing 52 (1), 365-374, 2013 | 67 | 2013 |
| Variational free energies for compressed sensing F Krzakala, A Manoel, EW Tramel, L Zdeborová 2014 IEEE International Symposium on Information Theory, 1499-1503, 2014 | 61 | 2014 |
| Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer J Ogier du Terrail, A Leopold, C Joly, C Béguier, M Andreux, C Maussion, ... Nature medicine 29 (1), 135-146, 2023 | 43* | 2023 |
| Deterministic and generalized framework for unsupervised learning with restricted boltzmann machines EW Tramel, M Gabrié, A Manoel, F Caltagirone, F Krzakala Physical Review X 8 (4), 041006, 2018 | 39 | 2018 |
| Compressed-sensing recovery of multiview image and video sequences using signal prediction BP Maria Trocan, Eric W. Tramel, James E. Fowler Multimedia Tools and Applications, 2013 | 37* | 2013 |
| Approximate message passing with restricted Boltzmann machine priors EW Tramel, A Drémeau, F Krzakala Journal of Statistical Mechanics: Theory and Experiment 2016 (7), 073401, 2016 | 36 | 2016 |
| Statistical Physics, Optimization, Inference, and Message-Passing Algorithms: Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013 F Krzakala, F Ricci-Tersenghi, L Zdeborova, R Zecchina, EW Tramel, ... Oxford University Press, 2016 | 35 | 2016 |
| Compressed sensing of multiview images using disparity compensation M Trocan, T Maugey, EW Tramel, JE Fowler, B Pesquet-Popescu Image Processing (ICIP), 2010 17th IEEE International Conference on, 3345-3348, 2010 | 34 | 2010 |
| Federated learning challenges and opportunities: An outlook J Ding, E Tramel, AK Sahu, S Wu, S Avestimehr, T Zhang ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 33 | 2022 |
| Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach B Rajaei, EW Tramel, S Gigan, F Krzakala, L Daudet 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 32 | 2016 |
James E. FowlerMississippi State UniversityVerified email at ece.msstate.edu
