Kannan Ramchandran
Kannan Ramchandran
Professor of Electrical Engineering and Computer Science, UC Berkeley
Verified email at - Homepage
Cited by
Cited by
Network coding for distributed storage systems
AG Dimakis, PB Godfrey, Y Wu, MJ Wainwright, K Ramchandran
IEEE transactions on information theory 56 (9), 4539-4551, 2010
Distributed source coding using syndromes (DISCUS): Design and construction
SS Pradhan, K Ramchandran
IEEE transactions on information theory 49 (3), 626-643, 2003
Byzantine-robust distributed learning: Towards optimal statistical rates
D Yin, Y Chen, R Kannan, P Bartlett
International conference on machine learning, 5650-5659, 2018
Rate-distortion methods for image and video compression
A Ortega, K Ramchandran
IEEE Signal processing magazine 15 (6), 23-50, 1998
Low-complexity image denoising based on statistical modeling of wavelet coefficients
MK Mihcak, I Kozintsev, K Ramchandran, P Moulin
IEEE Signal Processing Letters 6 (12), 300-303, 1999
Best wavelet packet bases in a rate-distortion sense
K Ramchandran, M Vetterli
IEEE Transactions on Image Processing 2 (2), 160-175, 1993
Speeding up distributed machine learning using codes
K Lee, M Lam, R Pedarsani, D Papailiopoulos, K Ramchandran
IEEE Transactions on Information Theory 64 (3), 1514-1529, 2017
A survey on network codes for distributed storage
AG Dimakis, K Ramchandran, Y Wu, C Suh
Proceedings of the IEEE 99 (3), 476-489, 2011
Distributed compression in a dense microsensor network
SS Pradhan, J Kusuma, K Ramchandran
IEEE Signal Processing Magazine 19 (2), 51-60, 2002
An efficient framework for clustered federated learning
A Ghosh, J Chung, D Yin, K Ramchandran
Advances in Neural Information Processing Systems 33, 19586-19597, 2020
PRISM: A new robust video coding architecture based on distributed compression principles
R Puri, K Ramchandran
Proceedings of the annual allerton conference on communication control and …, 2002
Space-frequency quantization for wavelet image coding
Z Xiong, K Ramchandran, MT Orchard
IEEE Transactions on Image Processing 6 (5), 677-693, 1997
Multiplexed coded illumination for Fourier Ptychography with an LED array microscope
L Tian, X Li, K Ramchandran, L Waller
Biomedical optics express 5 (7), 2376-2389, 2014
Bit allocation for dependent quantization with applications to multiresolution and MPEG video coders
K Ramchandran, A Ortega, M Vetterli
IEEE transactions on image processing 3 (5), 533-545, 1994
Computationally efficient optimal power allocation algorithm for multicarrier communication systems
BS Krongold, K Ramchandran, DL Jones
ICC'98. 1998 IEEE International Conference on Communications. Conference …, 1998
Detecting primary receivers for cognitive radio applications
B Wild, K Ramchandran
First IEEE International Symposium on New Frontiers in Dynamic Spectrum …, 2005
Multiresolution broadcast for digital HDTV using joint source/channel coding
K Ramchandran, A Ortega, KM Uz, M Vetterli
IEEE journal on Selected Areas in Communications 11 (1), 6-23, 1993
Multiple description source coding using forward error correction codes
R Puri, K Ramchandran
Conference Record of the Thirty-Third Asilomar Conference on Signals …, 1999
On compressing encrypted data
M Johnson, P Ishwar, V Prabhakaran, D Schonberg, K Ramchandran
IEEE Transactions on Signal Processing 52 (10), 2992-3006, 2004
Spatially adaptive statistical modeling of wavelet image coefficients and its application to denoising
MK Mihcak, I Kozintsev, K Ramchandran
1999 IEEE International Conference on Acoustics, Speech, and Signal …, 1999
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