Selected Publications
- Low-rank matrix completion using alternating minimization
Prateek Jain, Praneeth Netrapalli, Sujay Sanghavi
Symposium on the Theory of Computing (STOC) 2013
- Rank-sparsity incoherence for matrix decomposition
Venkat Chandrasekaran, Sujay Sanghavi, Pablo A Parrilo, Alan S Willsky
SIAM Journal on Optimization, Vol 21, Iss 2, pp 572-596, 2011
- Phase retrieval using alternating minimization
Praneeth Netrapalli, Prateek Jain, Sujay Sanghavi
Advances in Neural Information Processing Systems (NeurIPS) 2013
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Learning with bad training data via iterative trimmed loss minimization
Yanyao Shen, Sujay Sanghavi
International conference on machine learning (ICML) 2019
- Understanding Self-Distillation in the Presence of Label Noise
Rudrajit Das, Sujay Sanghavi
International Conference on Machine Learning (ICML) 2023
- Dropping convexity for faster semi-definite optimization
Srinadh Bhojanapalli, Anastasios Kyrillidis, Sujay Sanghavi
Conference on Learning Theory (COLT) 2016
