Prateek Jain
Prateek Jain
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Information-theoretic metric learning
JV Davis, B Kulis, P Jain, S Sra, IS Dhillon
Proceedings of the 24th international conference on Machine learning, 209-216, 2007
24092007
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
9812013
Phase retrieval using alternating minimization
P Netrapalli, P Jain, S Sanghavi
IEEE Transactions on Signal Processing 63 (18), 4814-4826, 2015
5572015
Guaranteed rank minimization via singular value projection
R Meka, P Jain, IS Dhillon
arXiv preprint arXiv:0909.5457, 2009
5462009
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
4292014
Sparse Local Embeddings for Extreme Multi-label Classification.
K Bhatia, H Jain, P Kar, M Varma, P Jain
NIPS 29, 730-738, 2015
3682015
Fast image search for learned metrics
P Jain, B Kulis, K Grauman
2008 IEEE Conference on computer vision and pattern recognition, 1-8, 2008
3432008
Fast similarity search for learned metrics
B Kulis, P Jain, K Grauman
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2143 …, 2009
3002009
Non-convex robust PCA
P Netrapalli, UN Niranjan, S Sanghavi, A Anandkumar, P Jain
arXiv preprint arXiv:1410.7660, 2014
2772014
Non-convex optimization for machine learning
P Jain, P Kar
arXiv preprint arXiv:1712.07897, 2017
2742017
Recovery guarantees for one-hidden-layer neural networks
K Zhong, Z Song, P Jain, PL Bartlett, IS Dhillon
International conference on machine learning, 4140-4149, 2017
2472017
Online Metric Learning and Fast Similarity Search.
P Jain, B Kulis, IS Dhillon, K Grauman
NIPS 8, 761-768, 2008
2372008
Metric and kernel learning using a linear transformation
P Jain, B Kulis, JV Davis, IS Dhillon
The Journal of Machine Learning Research 13 (1), 519-547, 2012
2092012
Differentially private online learning
P Jain, P Kothari, A Thakurta
Conference on Learning Theory, 24.1-24.34, 2012
1952012
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
arXiv preprint arXiv:1410.5137, 2014
1862014
Active learning for large multi-class problems
P Jain, A Kapoor
2009 IEEE Conference on Computer Vision and Pattern Recognition, 762-769, 2009
1852009
Provable tensor factorization with missing data
P Jain, S Oh
Advances in Neural Information Processing Systems, 1431-1439, 2014
1732014
Memory limited, streaming PCA
I Mitliagkas, C Caramanis, P Jain
arXiv preprint arXiv:1307.0032, 2013
1652013
Learning sparsely used overcomplete dictionaries via alternating minimization
A Agarwal, A Anandkumar, P Jain, P Netrapalli
SIAM Journal on Optimization 26 (4), 2775-2799, 2016
1612016
Provable inductive matrix completion
P Jain, IS Dhillon
arXiv preprint arXiv:1306.0626, 2013
1552013
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