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Saikat Chatterjee
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Alternating Least-Squares for Low-Rank Matrix Reconstruction
D Zachariah, M Sundin, M Jansson, S Chatterjee
Signal Processing Letters, IEEE 19 (4), 231-234, 2012
842012
Analysis of Regularized LS Reconstruction and Random Matrix Ensembles in Compressed Sensing
M Vehkaperä, Y Kabashima, S Chatterjee
IEEE Transactions on Information Theory, 2016
772016
Analysis of regularized LS reconstruction and random matrix ensembles in compressed sensing
M Vehkapera, Y Kabashima, S Chatterjee
Information Theory (ISIT), 2014 IEEE International Symposium on, 3185-3189, 2014
772014
Projection-Based and Look-Ahead Strategies for Atom Selection
S Chatterjee, D Sundman, M Vehkapera, M Skoglund
Signal Processing, IEEE Transactions on 60 (2), 634-647, 2012
772012
Distributed greedy pursuit algorithms
D Sundman, S Chatterjee, M Skoglund
Signal Processing 105, 298-315, 2014
642014
Look ahead orthogonal matching pursuit
S Chatterjee, D Sundman, M Skoglund
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
632011
GMM based Bayesian approach to speech enhancement in signal/transform domain
A Kundu, S Chatterjee, AS Murthy, TV Sreenivas
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
622008
On MMSE estimation: A linear model under Gaussian mixture statistics
JT Flam, S Chatterjee, K Kansanen, T Ekman
IEEE Transactions on Signal Processing 60 (7), 3840-3845, 2012
612012
Predicting graph signals using kernel regression where the input signal is agnostic to a graph
A Venkitaraman, S Chatterjee, P Händel
IEEE Transactions on Signal and Information Processing over Networks 5 (4 …, 2019
552019
Greedy pursuits for compressed sensing of jointly sparse signals
D Sundman, S Chatterjee, M Skoglund
Proceedings of the European signal processing conference, 2011
532011
A greedy pursuit algorithm for distributed compressed sensing
D Sundman, S Chatterjee, M Skoglund
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
512012
A ReLU dense layer to improve the performance of neural networks
AM Javid, S Das, M Skoglund, S Chatterjee
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
492021
Fusion of algorithms for compressed sensing
SK Ambat, S Chatterjee, KVS Hari
IEEE Transactions on Signal Processing 61 (14), 3699-3704, 2013
462013
Gaussian processes over graphs
A Venkitaraman, S Chatterjee, P Handel
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
442020
Sparse signal recovery using iterative proximal projection
F Ghayem, M Sadeghi, M Babaie-Zadeh, S Chatterjee, M Skoglund, ...
IEEE Transactions on Signal Processing 66 (4), 879-894, 2017
442017
Design and analysis of a greedy pursuit for distributed compressed sensing
D Sundman, S Chatterjee, M Skoglund
IEEE Transactions on Signal Processing 64 (11), 2803-2818, 2016
382016
Analysis-by-synthesis quantization for compressed sensing measurements
A Shirazinia, S Chatterjee, M Skoglund
IEEE transactions on signal processing 61 (22), 5789-5800, 2013
342013
Progressive learning for systematic design of large neural networks
S Chatterjee, AM Javid, M Sadeghi, PP Mitra, M Skoglund
arXiv preprint arXiv:1710.08177, 2017
332017
Joint source-channel vector quantization for compressed sensing
A Shirazinia, S Chatterjee, M Skoglund
IEEE transactions on signal processing 62 (14), 3667-3681, 2014
302014
Dynamic iterative pursuit
D Zachariah, S Chatterjee, M Jansson
IEEE transactions on signal processing 60 (9), 4967-4972, 2012
302012
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