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Eric W. Tramel
Eric W. Tramel
AI/ML @ Gretel.ai
Adresse e-mail validée de gretel.ai - Page d'accueil
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Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
C Chen, EW Tramel, JE Fowler
Asilomar Conference on Signals, Systems, and Computers, 2011
3172011
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
2772012
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
2532013
Multiscale Block Compressed Sensing with Smoothed Projected Landweber Reconstruction
JE Fowler, S Mun, EW Tramel
European Signal Processing Conference (EUSIPCO), 564-568, 2011
2152011
Video Compressed Sensing with Multihypothesis
EW Tramel, JE Fowler
Data Compression Conference (DCC), 2011, 193-202, 2011
1412011
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
140*2023
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
1402018
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
1392020
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
912014
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
88*2015
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
762022
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
712015
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
692013
Variational free energies for compressed sensing
F Krzakala, A Manoel, EW Tramel, L Zdeborová
2014 IEEE International Symposium on Information Theory, 1499-1503, 2014
662014
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
422018
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
38*2013
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
372016
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
362016
Efficient sparse secure aggregation for federated learning
C Beguier, M Andreux, EW Tramel
arXiv preprint arXiv:2007.14861, 2020
34*2020
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
342010
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