Prateek Jain
Prateek Jain
Microsoft Research India
Verified email at - Homepage
Cited by
Cited by
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
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
Guaranteed rank minimization via singular value projection
P Jain, R Meka, IS Dhillon
Advances in Neural Information Processing Systems, 937-945, 2010
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
Fast image search for learned metrics
P Jain, B Kulis, K Grauman
2008 IEEE Conference on computer vision and pattern recognition, 1-8, 2008
Sparse local embeddings for extreme multi-label classification
K Bhatia, H Jain, P Kar, M Varma, P Jain
Advances in neural information processing systems 28, 730-738, 2015
Fast similarity search for learned metrics
B Kulis, P Jain, K Grauman
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2143 …, 2009
Non-convex robust PCA
P Netrapalli, N UN, S Sanghavi, A Anandkumar, P Jain
Advances in Neural Information Processing Systems 27, 1107-1115, 2014
Online metric learning and fast similarity search
P Jain, B Kulis, I Dhillon, K Grauman
Advances in neural information processing systems 21, 761-768, 2008
Recovery guarantees for one-hidden-layer neural networks
K Zhong, Z Song, P Jain, PL Bartlett, IS Dhillon
arXiv preprint arXiv:1706.03175, 2017
Non-convex optimization for machine learning
P Jain, P Kar
arXiv preprint arXiv:1712.07897, 2017
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
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
Advances in neural information processing systems 27, 685-693, 2014
Differentially private online learning
P Jain, P Kothari, A Thakurta
Conference on Learning Theory, 24.1-24.34, 2012
Active learning for large multi-class problems
P Jain, A Kapoor
2009 IEEE Conference on Computer Vision and Pattern Recognition, 762-769, 2009
Provable tensor factorization with missing data
P Jain, S Oh
Advances in Neural Information Processing Systems 27, 1431-1439, 2014
Memory limited, streaming PCA
I Mitliagkas, C Caramanis, P Jain
Advances in neural information processing systems 26, 2886-2894, 2013
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
Stochastic variational deep kernel learning
AG Wilson, Z Hu, RR Salakhutdinov, EP Xing
Advances in Neural Information Processing Systems 29, 2586-2594, 2016
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