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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
25022007
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
10252013
Phase retrieval using alternating minimization
P Netrapalli, P Jain, S Sanghavi
Advances in Neural Information Processing Systems 26, 2013
6002013
Guaranteed rank minimization via singular value projection
P Jain, R Meka, I Dhillon
Advances in Neural Information Processing Systems 23, 2010
5692010
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
4672014
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, 2015
4052015
Non-convex optimization for machine learning
P Jain, P Kar
Foundations and Trends® in Machine Learning 10 (3-4), 142-363, 2017
3582017
Fast image search for learned metrics
P Jain, B Kulis, K Grauman
2008 IEEE Conference on computer vision and pattern recognition, 1-8, 2008
3452008
Non-convex robust PCA
P Netrapalli, N UN, S Sanghavi, A Anandkumar, P Jain
Advances in Neural Information Processing Systems 27, 2014
3022014
Fast similarity search for learned metrics
B Kulis, P Jain, K Grauman
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2143 …, 2009
3022009
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
2682017
Online metric learning and fast similarity search
P Jain, B Kulis, I Dhillon, K Grauman
Advances in neural information processing systems 21, 2008
2452008
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
2152012
Timing of surgery following SARS‐CoV‐2 infection: an international prospective cohort study
H Gacaferi, GS Collaborative, COVIDSurg Collaborative
Anaesthesia 76 (6), 2021
212*2021
Differentially private online learning
P Jain, P Kothari, A Thakurta
Conference on Learning Theory, 24.1-24.34, 2012
2082012
Active learning for large multi-class problems
P Jain, A Kapoor
2009 IEEE Conference on Computer Vision and Pattern Recognition, 762-769, 2009
1972009
Provable tensor factorization with missing data
P Jain, S Oh
Advances in Neural Information Processing Systems 27, 2014
1962014
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
Advances in neural information processing systems 27, 2014
1872014
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
1692016
Provable inductive matrix completion
P Jain, IS Dhillon
arXiv preprint arXiv:1306.0626, 2013
1692013
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Artikelen 1–20