Sujay Sanghavi
Sujay Sanghavi
Associate Professor, Electrical and Computer Engineering, WNCG, University of Texas, Austin
Verified email at - Homepage
Cited by
Cited by
Rank-sparsity incoherence for matrix decomposition
V Chandrasekaran, S Sanghavi, PA Parrilo, AS Willsky
SIAM Journal on Optimization 21 (2), 572-596, 2011
Low-rank matrix completion using alternating minimization
P Jain, P Netrapalli, S Sanghavi
Proceedings of the forty-fifth annual ACM symposium on Theory of computing …, 2013
Phase retrieval using alternating minimization
P Netrapalli, P Jain, S Sanghavi
IEEE Transactions on Signal Processing 63 (18), 4814-4826, 2015
A dirty model for multi-task learning
A Jalali, S Sanghavi, C Ruan, P Ravikumar
Advances in neural information processing systems 23, 964-972, 2010
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
arXiv preprint arXiv:1010.4237, 2010
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
IEEE transactions on information theory 58 (5), 3047-3064, 2012
Non-convex robust PCA
P Netrapalli, UN Niranjan, S Sanghavi, A Anandkumar, P Jain
arXiv preprint arXiv:1410.7660, 2014
Distributed link scheduling with constant overhead
S Sanghavi, L Bui, R Srikant
Proceedings of the 2007 ACM SIGMETRICS international conference on …, 2007
Learning the graph of epidemic cascades
P Netrapalli, S Sanghavi
ACM SIGMETRICS Performance Evaluation Review 40 (1), 211-222, 2012
Low-rank matrix recovery from errors and erasures
Y Chen, A Jalali, S Sanghavi, C Caramanis
IEEE Transactions on Information Theory 59 (7), 4324-4337, 2013
Convergence rates of sub-sampled Newton methods
MA Erdogdu, A Montanari
arXiv preprint arXiv:1508.02810, 2015
Sparse and low-rank matrix decompositions
V Chandrasekaran, S Sanghavi, PA Parrilo, AS Willsky
IFAC Proceedings Volumes 42 (10), 1493-1498, 2009
Clustering sparse graphs
Y Chen, S Sanghavi, H Xu
arXiv preprint arXiv:1210.3335 2 (5), 2012
Sequential compressed sensing
DM Malioutov, SR Sanghavi, AS Willsky
Selected Topics in Signal Processing, IEEE Journal of 4 (2), 435-444, 2010
Gossiping with multiple messages
S Sanghavi, B Hajek, L Massoulié
IEEE Transactions on Information Theory 53 (12), 4640-4654, 2007
Dropping convexity for faster semi-definite optimization
S Bhojanapalli, A Kyrillidis, S Sanghavi
Conference on Learning Theory, 530-582, 2016
Message passing for maximum weight independent set
S Sanghavi, D Shah, AS Willsky
IEEE Transactions on Information Theory 55 (11), 4822-4834, 2009
Robust matrix completion and corrupted columns
Y Chen, H Xu, C Caramanis, S Sanghavi
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach
D Park, A Kyrillidis, C Carmanis, S Sanghavi
Artificial Intelligence and Statistics, 65-74, 2017
Intermediate performance of rateless codes
S Sanghavi
2007 IEEE Information Theory Workshop, 478-482, 2007
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