Sujay Sanghavi
Sujay Sanghavi
Associate Professor, Electrical and Computer Engineering, WNCG, University of Texas, Austin
Verified email at mail.utexas.edu - Homepage
TitleCited byYear
Rank-sparsity incoherence for matrix decomposition
V Chandrasekaran, S Sanghavi, PA Parrilo, AS Willsky
SIAM Journal on Optimization 21 (2), 572-596, 2011
9202011
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
7292013
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
Advances in Neural Information Processing Systems, 2496-2504, 2010
5742010
Phase retrieval using alternating minimization
P Netrapalli, P Jain, S Sanghavi
Advances in Neural Information Processing Systems, 2796-2804, 2013
4182013
A dirty model for multi-task learning
A Jalali, S Sanghavi, C Ruan, PK Ravikumar
Advances in neural information processing systems, 964-972, 2010
3442010
Non-convex robust PCA
P Netrapalli, UN Niranjan, S Sanghavi, A Anandkumar, P Jain
Advances in Neural Information Processing Systems, 1107-1115, 2014
2132014
Distributed link scheduling with constant overhead
S Sanghavi, L Bui, R Srikant
Proceedings of the 2007 ACM SIGMETRICS international conference on …, 2007
1922007
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
1552013
Sparse and low-rank matrix decompositions
V Chandrasekaran, S Sanghavi, PA Parrilo, AS Willsky
IFAC Proceedings Volumes 42 (10), 1493-1498, 2009
1482009
Learning the graph of epidemic cascades
P Netrapalli, S Sanghavi
ACM SIGMETRICS Performance Evaluation Review 40 (1), 211-222, 2012
1452012
Sequential compressed sensing
DM Malioutov, SR Sanghavi, AS Willsky
Selected Topics in Signal Processing, IEEE Journal of 4 (2), 435-444, 2010
1452010
Gossiping with multiple messages
S Sanghavi, B Hajek, L Massoulié
IEEE Transactions on Information Theory 53 (12), 4640-4654, 2007
1432007
Clustering sparse graphs
Y Chen, S Sanghavi, H Xu
Advances in neural information processing systems, 2204-2212, 2012
1322012
Convergence rates of sub-sampled Newton methods
MA Erdogdu, A Montanari
arXiv preprint arXiv:1508.02810, 2015
128*2015
Intermediate performance of rateless codes
S Sanghavi
2007 IEEE Information Theory Workshop, 478-482, 2007
1162007
Message passing for maximum weight independent set
S Sanghavi, D Shah, AS Willsky
IEEE Transactions on Information Theory 55 (11), 4822-4834, 2009
1112009
Dropping convexity for faster semi-definite optimization
S Bhojanapalli, A Kyrillidis, S Sanghavi
Conference on Learning Theory, 530-582, 2016
1062016
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
1012011
Clustering partially observed graphs via convex optimization
Y Chen, A Jalali, S Sanghavi, H Xu
The Journal of Machine Learning Research 15 (1), 2213-2238, 2014
962014
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach
D Park, A Kyrillidis, C Caramanis, S Sanghavi
arXiv preprint arXiv:1609.03240, 2016
872016
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