Eric W. Tramel

Eric W. Tramel

Postdoctoral Researcher in Statistical Signal Processsing & Machine Learning at ENS


Books

F.Krzakala, F. Ricci-Tersenghi, L. Zdeborová, R. Zecchina, E. W. Tramel, & L. F. Cugliandolo, " Statistical Physics, Optimization, Inference, and Message-Passing Algorithms ," Oxford University Press, 2016.

J. E. Fowler, S. Mun, & E. W. Tramel, " Block-based Compressed Sensing of Images and Video ," Foundations and Trends in Signal Processing, 2012.


Book Chapters

E. W. Tramel, S. Kumar, A. Giurgiu, & A. Montanari, " Statistical Estimation: From Denoising to Sparse Regression and Hidden Cliques ," Statistical Physics, Optimization, Inference, and Message-Passing Algorithms, Oxford University Press, 2016.

Journal Articles

E. W. Tramel, A. Dremeau, & F. Krzakala, " Approximate Message Passing with Restricted Boltzmann Machine Priors ," Journal of Statistical Mechanics: Theory and Experiment (JSTAT), 2016.

M. Trocan, E. W. Tramel, J. E. Fowler, & B. Pesquet-Popescu, " Compressed-Sensing Recovery of Multiview Image and Video Sequences using Signal Prediction ," Multimedia Tools and Applications, 2014.

C. Chen, W. Li, E. W. Tramel, M. Cui, S. Prasad, & J. E. Fowler, " Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification ," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014.

C. Chen, W. Li, E. W. Tramel, & J. E. Fowler, " Reconstruction of Hyperspectral Imagery from Random Projections using Multihypothesis Prediction ," IEEE Transactions on Geoscience and Remote Sensing, 2014.

W. Li, E. W. Tramel, S. Prasad, & J. E. Fowler, " Nearest Regularized Subspace for Hyperspectral Classification ," IEEE Transactions on Geoscience and Remote Sensing, 2013.

Patents

Ankit Mohan, Siu-Kei Tin, & Eric W. Tramel, " Systems and Methods for Compressive Light Sensing Using Multiple Spatial Light Modulators ," US Patent No. US9160900 B2, 2015.

Conference Papers

E. W. Tramel, A. Manoel, F. Caltagirone, M. Gabrié, & F. Krzakala, " Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines ," Proc. IEEE Info. Theory Workshop, 2016.

B. Rajaei, E. W. Tramel, S. Gigan, F. Krzakala, & L. Daudet, " Intensity-only Optical Compressive Imaging Using a Multiply Scattering Material: A Double Phase Retrieval System ," Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2016.

J. Barbier, E. W. Tramel, & F. Krzakala, " Scampi: A Robust Approximate Message-Passing Framework for Compressive Imaging ," Proc. Int. Mtg. on High-Dimensional Data Driven Science (HD^3), 2015.

M. Gabrié, E. W. Tramel, & F. Krzakala, " Training Restricted Boltzmann Machines via the Thouless-Anderson-Palmer Free Energy ," Neural and Information Processing Symposium (NIPS), 2015.

A. Manoel, E. W. Tramel, F. Krzakala, & L. Zdeborová, " Sparse Estimation with the Swept Approximated Message-Passing Algorithm ," Proc. Int. Conf. on Machine Learning (ICML), 2015.

F. Krzakala, A. Manoel, E. W. Tramel, & L. Zdeborová, " Variational Free Energies for Compressed Sensing ," Proc. IEEE Int. Symp. on Information Theory (ISIT), 2014.

W. Li, S. Prasad, E. W. Tramel, J. E. Fowler, & Q. Du, " Decision Fusion for Hyperspectral Image Classification Based on Minimum-Distance Classifiers in the Wavelet Domain ," IEEE China Summit on Signal and Info. Processing, 2014.

C. Chen, E. W. Tramel, & J. E. Fowler, " Compressed-sensing Recovery of Images and Video Using Multihypothesis Predictions ," Asilomar Conf. on Signals, Systems, and Computers, 2011.

J. E. Fowler and S. Mun, & E. W. Tramel, " Multiscale Block Compressed Sensing with Smoothed Projected Landweber Reconstruction ," Proc. European Signal Processing Conf. (EUSIPCO), 2011.

E. W. Tramel & J. E. Fowler, " Video Compressed Sensing with Multihypothesis ," Proc. of the IEEE Data Compression Conf. (DCC), 2011.

M. Trocan, T. Maugey, E. W. Tramel, J. E. Fowler, & B. Pesquet-Popescu, " Multistage Compressed-Sensing Reconstruction of Multiview Images ," Proc. of the IEEE Int. Workshop on Multimedia Signal Processing (MMSP), 2010.

M. Trocan, T. Maugey, E. W. Tramel, J. E. Fowler, & B. Pesquet-Popescu, " Compressed Sensing of Multiview Images using Disparity Compensation ," Proc. of the IEEE Int. Conf. on Image Processing (ICIP), 2010.

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