Purushottam Kar

Cited by

	All	Since 2017
Citations	2559	2184
h-index	21	17
i10-index	30	26

540

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2012201320142015201620172018201920202021202211 18 38 102 176 219 314 451 513 531 155

Co-authors

Prateek JainGoogle Research IndiaVerified email at google.com
Manik VarmaPartner Researcher, Microsoft Research India; Adjunct Professor of Computer Science, IIT DelhiVerified email at microsoft.com
Kush BhatiaUniversity of California, BerkeleyVerified email at berkeley.edu
Harikrishna NarasimhanGoogle ResearchVerified email at google.com
Hsiang-Fu YuComputer Science, University of Texas at AustinVerified email at cs.utexas.edu
Inderjit S. DhillonVice President/Distinguished Scientist at Amazon, and Professor, Computer Science, UT AustinVerified email at cs.utexas.edu
Shuai LiProfessor, Cambridge, UTokyo, Tsinghua UniversityVerified email at cam.ac.uk
Himanshu JainSoftware Engineer, GoogleVerified email at iitd.ac.in
sanjay chawlaQatar Computing Research Institute, HBKUVerified email at sydney.edu.au
Fabrizio SebastianiIstituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche (ISTI-CNR)Verified email at isti.cnr.it
Ambuj Tewari | अम्बुज तिवारीProfessor, Statistics and EECS, University of MichiganVerified email at umich.edu
Pawan KumarIIT KanpurVerified email at cse.iitk.ac.in
Bhaskar MukhotyPhD student, Dept. of CSE, IIT KanpurVerified email at cse.iitk.ac.in
Sumeet AgarwalIndian Institute of Technology DelhiVerified email at iitd.ac.in
Umair Z. AhmedResearch Fellow, National University of Singapore (NUS)Verified email at nus.edu.sg
Parameswaran KamalarubanThe Alan Turing InstituteVerified email at turing.ac.uk
Alexandros KaratzoglouGoogleVerified email at google.com
Claudio GentileGoogle Research, New York, USAVerified email at google.com
Evans Etrue HowardUniversity of L'AquilaVerified email at graduate.univaq.it
Giovanni ZappellaAmazonVerified email at amazon.com

Purushottam Kar

IIT Kanpur

Verified email at cse.iitk.ac.in - Homepage

Optimization Learning Theory Machine Learning


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Large-scale multi-label learning with missing labels HF Yu, P Jain, P Kar, I Dhillon International conference on machine learning, 593-601, 2014	458	2014
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	404	2015
Non-convex optimization for machine learning P Jain, P Kar arXiv preprint arXiv:1712.07897, 2017	342	2017
Random feature maps for dot product kernels P Kar, H Karnick Artificial intelligence and statistics, 583-591, 2012	249	2012
On iterative hard thresholding methods for high-dimensional m-estimation P Jain, A Tewari, P Kar Advances in neural information processing systems 27, 2014	185	2014
Robust regression via hard thresholding K Bhatia, P Jain, P Kar Advances in neural information processing systems 28, 2015	128	2015
On context-dependent clustering of bandits C Gentile, S Li, P Kar, A Karatzoglou, G Zappella, E Etrue International Conference on Machine Learning, 1253-1262, 2017	99	2017
Consistent robust regression K Bhatia, P Jain, P Kamalaruban, P Kar Advances in Neural Information Processing Systems 30, 2017	63	2017
Online and stochastic gradient methods for non-decomposable loss functions P Kar, H Narasimhan, P Jain Advances in Neural Information Processing Systems 27, 2014	63	2014
Compilation error repair: for the student programs, from the student programs UZ Ahmed, P Kumar, A Karkare, P Kar, S Gulwani Proceedings of the 40th International Conference on Software Engineering …, 2018	60	2018
Online optimization methods for the quantification problem P Kar, S Li, H Narasimhan, S Chawla, F Sebastiani Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016	46	2016
Optimizing non-decomposable performance measures: A tale of two classes H Narasimhan, P Kar, P Jain International Conference on Machine Learning, 199-208, 2015	46	2015
Similarity-based learning via data driven embeddings P Kar, P Jain Advances in neural information processing systems 24, 2011	45	2011
Surrogate functions for maximizing precision at the top P Kar, H Narasimhan, P Jain International Conference on Machine Learning, 189-198, 2015	36	2015
Optimizing the multiclass f-measure via biconcave programming H Narasimhan, W Pan, P Kar, P Protopapas, HG Ramaswamy 2016 IEEE 16th international conference on data mining (ICDM), 1101-1106, 2016	34	2016
Corruption-tolerant bandit learning S Kapoor, KK Patel, P Kar Machine Learning 108 (4), 687-715, 2019	33	2019
Ingit: Limited domain formulaic translation from hindi strings to indian sign language P Kar, M Reddy, A Mukherjee, AM Raina ICON 52, 53-54, 2007	30	2007
Large-scale multi-label learning with missing labels HF Yu, P Jain, P Kar, IS Dhillon arXiv preprint arXiv:1307.5101, 2013	25	2013
Supervised learning with similarity functions P Kar, P Jain Advances in neural information processing systems 25, 2012	24	2012
Optimizing non-decomposable measures with deep networks A Sanyal, P Kumar, P Kar, S Chawla, F Sebastiani Machine Learning 107 (8), 1597-1620, 2018	21	2018

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