Purushottam Kar

Cited by

	All	Since 2018
Citations	3164	2557
h-index	22	20
i10-index	32	28

540

270

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405

20122013201420152016201720182019202020212022202312 18 38 104 176 227 314 456 514 528 521 223

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 BhatiaStanford UniversityVerified email at berkeley.edu
Harikrishna NarasimhanGoogle ResearchVerified email at google.com
Shuai LiProfessor, Cambridge, UTokyo, Tsinghua UniversityVerified email at cam.ac.uk
Hsiang-Fu YuPrincipal Applied Scientist at AmazonVerified email at cs.utexas.edu
Inderjit S. DhillonDistinguished Scientist at Google & Professor of Computer Science at UT Austin, Ex-VP at AmazonVerified email at cs.utexas.edu
Sumeet AgarwalIndian Institute of Technology DelhiVerified email at iitd.ac.in
Anshul MittalGoogle PhD FellowVerified email at iitd.ac.in
Amey KarkareFaculty, Department of Computer Science, IIT KanpurVerified email at iitk.ac.in
Kunal DahiyaPhD Student, IIT DelhiVerified email at cse.iitd.ac.in
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
Bhaskar MukhotyPostdoctoral Researcher, MBZUAIVerified email at mbzuai.ac.ae
Deepak SainiMicrosoft ResearchVerified email at microsoft.com
Pawan KumarIIT KanpurVerified email at cse.iitk.ac.in
Ambuj Tewari | अम्बुज तिवारीProfessor, Statistics and EECS, University of MichiganVerified email at umich.edu
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

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	508	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	478	2015
Non-convex optimization for machine learning P Jain, P Kar Foundations and Trends® in Machine Learning 10 (3-4), 142-363, 2017	461	2017
Random feature maps for dot product kernels P Kar, H Karnick Artificial intelligence and statistics, 583-591, 2012	280	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	221	2014
Robust regression via hard thresholding K Bhatia, P Jain, P Kar Advances in neural information processing systems 28, 2015	155	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	123	2017
Consistent robust regression K Bhatia, P Jain, P Kamalaruban, P Kar Advances in Neural Information Processing Systems 30, 2017	91	2017
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	85	2018
Online and stochastic gradient methods for non-decomposable loss functions P Kar, H Narasimhan, P Jain Advances in Neural Information Processing Systems 27, 2014	74	2014
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	58	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	53	2015
Decaf: Deep extreme classification with label features A Mittal, K Dahiya, S Agrawal, D Saini, S Agarwal, P Kar, M Varma Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021	50	2021
Similarity-based learning via data driven embeddings P Kar, P Jain Advances in neural information processing systems 24, 2011	47	2011
Corruption-tolerant bandit learning S Kapoor, KK Patel, P Kar Machine Learning 108 (4), 687-715, 2019	44	2019
Surrogate functions for maximizing precision at the top P Kar, H Narasimhan, P Jain International Conference on Machine Learning, 189-198, 2015	42	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	41	2016
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	38	2007
Optimizing non-decomposable measures with deep networks A Sanyal, P Kumar, P Kar, S Chawla, F Sebastiani Machine Learning 107, 1597-1620, 2018	35	2018
ECLARE: Extreme classification with label graph correlations A Mittal, N Sachdeva, S Agrawal, S Agarwal, P Kar, M Varma Proceedings of the Web Conference 2021, 3721-3732, 2021	33	2021

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