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Purushottam Kar
Purushottam Kar
Verified email at cse.iitk.ac.in - Homepage
Title
Cited by
Cited by
Year
Non-convex optimization for machine learning
P Jain, P Kar
Foundations and Trends® in Machine Learning 10 (3-4), 142-363, 2017
5632017
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
5612014
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
5292015
Random feature maps for dot product kernels
P Kar, H Karnick
Artificial intelligence and statistics, 583-591, 2012
2972012
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
Advances in neural information processing systems 27, 2014
2462014
Robust regression via hard thresholding
K Bhatia, P Jain, P Kar
Advances in neural information processing systems 28, 2015
1862015
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
1492017
Consistent robust regression
K Bhatia, P Jain, P Kamalaruban, P Kar
Advances in Neural Information Processing Systems 30, 2017
1122017
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
1102018
On the generalization ability of online learning algorithms for pairwise loss functions
P Kar, B Sriperumbudur, P Jain, H Karnick
International Conference on Machine Learning, 441-449, 2013
852013
Online and stochastic gradient methods for non-decomposable loss functions
P Kar, H Narasimhan, P Jain
Advances in Neural Information Processing Systems 27, 2014
772014
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
732021
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
632016
Corruption-tolerant bandit learning
S Kapoor, KK Patel, P Kar
Machine Learning 108 (4), 687-715, 2019
592019
Optimizing non-decomposable performance measures: A tale of two classes
H Narasimhan, P Kar, P Jain
International Conference on Machine Learning, 199-208, 2015
592015
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
542021
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
512016
Surrogate functions for maximizing precision at the top
P Kar, H Narasimhan, P Jain
International Conference on Machine Learning, 189-198, 2015
482015
Similarity-based learning via data driven embeddings
P Kar, P Jain
Advances in neural information processing systems 24, 2011
482011
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
462007
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