Prateek Jain

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Praneeth NetrapalliMicrosoft ResearchVerified email at microsoft.com
Inderjit S. DhillonVice President/Distinguished Scientist at Amazon, and Professor, Computer Science, UT AustinVerified email at cs.utexas.edu
Brian KulisAssociate Professor, Boston UniversityVerified email at bu.edu
Kristen GraumanProfessor of Computer Science, University of Texas at AustinVerified email at cs.utexas.edu
Sujay SanghaviAssociate Professor, Electrical and Computer Engineering, WNCG, University of Texas, AustinVerified email at mail.utexas.edu
Sham M KakadeUniversity of WashingtonVerified email at cs.washington.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Abhradeep Guha ThakurtaGoogle Research - Brain TeamVerified email at google.com
Suvrit SraMITVerified email at mit.edu
Aaron SidfordStanford UniversityVerified email at stanford.edu
Ambuj Tewari | अम्बुज तिवारीAssociate Professor, Department of Statistics and Department of EECS, University of MichiganVerified email at umich.edu
Niranjan Uma Naresh (U.N.Niranjan)MicrosoftVerified email at uci.edu
Constantine CaramanisProfessor of Electrical and Computer Engineering, UT AustinVerified email at utexas.edu
Sudheendra VijayanarasimhanGoogle Inc.Verified email at cs.utexas.edu
Ashish KapoorPartner Research Manager, Microsoft RedmondVerified email at microsoft.com
Nagarajan NatarajanResearcher, Microsoft Research IndiaVerified email at microsoft.com
Alekh AgarwalMicrosoft ResearchVerified email at microsoft.com
Chi JinAssistant Professor, Princeton UniversityVerified email at princeton.edu
Hsiang-Fu YuComputer Science, University of Texas at AustinVerified email at cs.utexas.edu
Ioannis (Yannis) MitliagkasAssistant Professor at Mila, University of MontréalVerified email at iro.umontreal.ca

Prateek Jain

Microsoft Research India

Verified email at microsoft.com - Homepage

Machine Learning


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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	2349	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	927	2013
Phase retrieval using alternating minimization P Netrapalli, P Jain, S Sanghavi IEEE Transactions on Signal Processing 63 (18), 4814-4826, 2015	527	2015
Guaranteed rank minimization via singular value projection R Meka, P Jain, IS Dhillon arXiv preprint arXiv:0909.5457, 2009	523	2009
Large-scale multi-label learning with missing labels HF Yu, P Jain, P Kar, I Dhillon International conference on machine learning, 593-601, 2014	392	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	336	2008
Sparse Local Embeddings for Extreme Multi-label Classification. K Bhatia, H Jain, P Kar, M Varma, P Jain NIPS 29, 730-738, 2015	335	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	295	2009
Non-convex robust PCA P Netrapalli, UN Niranjan, S Sanghavi, A Anandkumar, P Jain arXiv preprint arXiv:1410.7660, 2014	270	2014
Online Metric Learning and Fast Similarity Search. P Jain, B Kulis, IS Dhillon, K Grauman NIPS 8, 761-768, 2008	235	2008
Non-convex optimization for machine learning P Jain, P Kar arXiv preprint arXiv:1712.07897, 2017	230	2017
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	222	2017
Metric and kernel learning using a linear transformation P Jain, B Kulis, JV Davis, IS Dhillon The Journal of Machine Learning Research 13, 519-547, 2012	207	2012
Differentially private online learning P Jain, P Kothari, A Thakurta Conference on Learning Theory, 24.1-24.34, 2012	188	2012
Active learning for large multi-class problems P Jain, A Kapoor 2009 IEEE Conference on Computer Vision and Pattern Recognition, 762-769, 2009	181	2009
On iterative hard thresholding methods for high-dimensional m-estimation P Jain, A Tewari, P Kar arXiv preprint arXiv:1410.5137, 2014	175	2014
Provable tensor factorization with missing data P Jain, S Oh arXiv preprint arXiv:1406.2784, 2014	165	2014
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	157	2016
Memory limited, streaming PCA I Mitliagkas, C Caramanis, P Jain arXiv preprint arXiv:1307.0032, 2013	156	2013
Provable inductive matrix completion P Jain, IS Dhillon arXiv preprint arXiv:1306.0626, 2013	146	2013

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