Eric W. Tramel
Eric W. Tramel
Machine Learning @ OWKIN
Verified email at - Homepage
Cited by
Cited by
Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
C Chen, EW Tramel, JE Fowler
Asilomar Conference on Signals, Systems, and Computers, 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
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
Multiscale Block Compressed Sensing with Smoothed Projected Landweber Reconstruction
JE Fowler, S Mun, EW Tramel
European Signal Processing Conference (EUSIPCO), 564-568, 2011
Video Compressed Sensing with Multihypothesis
EW Tramel, JE Fowler
Data Compression Conference (DCC), 2011, 193-202, 2011
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
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
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
Variational free energies for compressed sensing
F Krzakala, A Manoel, EW Tramel, L Zdeborová
2014 IEEE International Symposium on Information Theory, 1499-1503, 2014
Training restricted Boltzmann machines via the Thouless-Anderson-Palmer free energy
M Gabrié, EW Tramel, F Krzakala
arXiv preprint arXiv:1506.02914, 2015
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
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
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
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
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
Inferring sparsity: Compressed sensing using generalized restricted Boltzmann machines
EW Tramel, A Manoel, F Caltagirone, M Gabrié, F Krzakala
2016 IEEE Information Theory Workshop (ITW), 265-269, 2016
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
Multistage compressed-sensing reconstruction of multiview images
M Trocan, T Maugey, EW Tramel, JE Fowler, B Pesquet-Popescu
Multimedia Signal Processing (MMSP), 2010 IEEE International Workshop on …, 2010
Statistical physics, optimization, inference, and message-passing algorithms
F Ricci-Tersenghi, L Zdeborova, R Zecchina, EW Tramel, LF Cugliandolo
Oxford University Press, 2016
Streaming Bayesian inference: theoretical limits and mini-batch approximate message-passing
A Manoel, F Krzakala, EW Tramel, L Zdeborová
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
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