Alyson "Allie" K. Fletcher
Alyson "Allie" K. Fletcher
Associate Professor, UCLA
Verified email at g.ucla.edu - Homepage
Title
Cited by
Cited by
Year
Compressive sampling and lossy compression
VK Goyal, AK Fletcher, S Rangan
IEEE Signal Processing Magazine 25 (2), 48-56, 2008
2902008
Necessary and sufficient conditions for sparsity pattern recovery
AK Fletcher, S Rangan, VK Goyal
IEEE Transactions on Information Theory 55 (12), 5758-5772, 2009
2432009
Vector approximate message passing
S Rangan, P Schniter, AK Fletcher
Information Theory (ISIT), 2017 IEEE International Symposium on, 1588-1592, 2017
2372017
Asymptotic analysis of MAP estimation via the replica method and applications to compressed sensing
S Rangan, AK Fletcher, VK Goyal
IEEE Transactions on Information Theory 58 (3), 1902-1923, 2012
2222012
On the convergence of approximate message passing with arbitrary matrices
S Rangan, P Schniter, AK Fletcher, S Sarkar
IEEE Transactions on Information Theory 65 (9), 5339-5351, 2019
1682019
Distributed source coding: theory, algorithms and applications
PL Dragotti, M Gastpar
Academic Press, 2009
1282009
Estimation from lossy sensor data: Jump linear modeling and Kalman filtering
AK Fletcher, S Rangan, VK Goyal
Proceedings of the 3rd international symposium on Information processing in …, 2004
892004
Fixed points of generalized approximate message passing with arbitrary matrices
S Rangan, P Schniter, E Riegler, AK Fletcher, V Cevher
IEEE Transactions on Information Theory 62 (12), 7464-7474, 2016
882016
On-off random access channels: A compressed sensing framework
AK Fletcher, S Rangan, VK Goyal
arXiv preprint arXiv:0903.1022, 2009
862009
Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning
U Kamilov, S Rangan, AK Fletcher, M Unser
IEEE Transactions on Information Theory 60 (5), 2969-2985, 2014
852014
Vector approximate message passing for the generalized linear model
P Schniter, S Rangan, AK Fletcher
2016 50th Asilomar Conference on Signals, Systems and Computers, 1525-1529, 2016
832016
Iterative reconstruction of rank-one matrices in noise
AK Fletcher, S Rangan
Information and Inference: A Journal of the IMA, 2018
79*2018
Robust predictive quantization: Analysis and design via convex optimization
AK Fletcher, S Rangan, VK Goyal, K Ramchandran
Selected Topics in Signal Processing, IEEE Journal of 1 (4), 618-632, 2007
792007
Denoising by sparse approximation: Error bounds based on rate-distortion theory
AK Fletcher, S Rangan, VK Goyal, K Ramchandran
EURASIP Journal on Advances in Signal Processing 2006 (1), 026318, 2006
762006
On the rate-distortion performance of compressed sensing
AK Fletcher, S Rangan, VK Goyal
2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007
692007
Orthogonal matching pursuit from noisy random measurements: A new analysis
S Rangan, AK Fletcher
Advances in Neural Information Processing Systems 22, 540-548, 2009
572009
Wavelet denoising by recursive cycle spinning
AK Fletcher, K Ramchandran, VK Goyal
Proceedings. International Conference on Image Processing 2, II-II, 2002
552002
Inference for generalized linear models via alternating directions and Bethe free energy minimization
S Rangan, AK Fletcher, P Schniter, US Kamilov
IEEE Transactions on Information Theory 63 (1), 676-697, 2016
482016
Expectation consistent approximate inference: Generalizations and convergence
A Fletcher, M Sahraee-Ardakan, S Rangan, P Schniter
2016 IEEE International Symposium on Information Theory (ISIT), 190-194, 2016
452016
Hybrid generalized approximate message passing with applications to structured sparsity
S Rangan, AK Fletcher, VK Goyal, P Schniter
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on …, 2012
422012
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