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Purushottam Kar
Purushottam Kar
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Title
Cited by
Cited by
Year
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
4832014
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
4192015
Non-convex optimization for machine learning
P Jain, P Kar
Foundations and Trends® in Machine Learning 10 (3-4), 142-363, 2017
3872017
Random feature maps for dot product kernels
P Kar, H Karnick
Artificial intelligence and statistics, 583-591, 2012
2572012
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
Advances in neural information processing systems 27, 2014
1972014
Robust regression via hard thresholding
K Bhatia, P Jain, P Kar
Advances in neural information processing systems 28, 2015
1382015
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
1092017
Consistent robust regression
K Bhatia, P Jain, P Kamalaruban, P Kar
Advances in Neural Information Processing Systems 30, 2017
762017
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
712018
Online and stochastic gradient methods for non-decomposable loss functions
P Kar, H Narasimhan, P Jain
Advances in Neural Information Processing Systems 27, 2014
682014
Optimizing non-decomposable performance measures: A tale of two classes
H Narasimhan, P Kar, P Jain
International Conference on Machine Learning, 199-208, 2015
492015
Similarity-based learning via data driven embeddings
P Kar, P Jain
Advances in neural information processing systems 24, 2011
472011
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
462016
Surrogate functions for maximizing precision at the top
P Kar, H Narasimhan, P Jain
International Conference on Machine Learning, 189-198, 2015
392015
Corruption-tolerant bandit learning
S Kapoor, KK Patel, P Kar
Machine Learning 108 (4), 687-715, 2019
362019
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
362007
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
342016
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
292021
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, IS Dhillon
arXiv preprint arXiv:1307.5101, 2013
242013
Supervised learning with similarity functions
P Kar, P Jain
Advances in neural information processing systems 25, 2012
242012
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