Purushottam Kar
Purushottam Kar
Verified email at cse.iitk.ac.in - Homepage
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
4292014
Sparse Local Embeddings for Extreme Multi-label Classification.
K Bhatia, H Jain, P Kar, M Varma, P Jain
NIPS 29, 730-738, 2015
3682015
Non-convex optimization for machine learning
P Jain, P Kar
arXiv preprint arXiv:1712.07897, 2017
2762017
Random feature maps for dot product kernels
P Kar, H Karnick
Artificial intelligence and statistics, 583-591, 2012
2382012
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
arXiv preprint arXiv:1410.5137, 2014
1862014
Robust regression via hard thresholding
K Bhatia, P Jain, P Kar
arXiv preprint arXiv:1506.02428, 2015
1262015
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
842017
Consistent Robust Regression.
K Bhatia, P Jain, P Kamalaruban, P Kar
NIPS, 2110-2119, 2017
602017
Online and stochastic gradient methods for non-decomposable loss functions
P Kar, H Narasimhan, P Jain
arXiv preprint arXiv:1410.6776, 2014
602014
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
472018
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
442016
Similarity-based learning via data driven embeddings
P Kar, P Jain
arXiv preprint arXiv:1112.5404, 2011
442011
Optimizing non-decomposable performance measures: A tale of two classes
H Narasimhan, P Kar, P Jain
International Conference on Machine Learning, 199-208, 2015
422015
Surrogate functions for maximizing precision at the top
P Kar, H Narasimhan, P Jain
International Conference on Machine Learning, 189-198, 2015
322015
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
262016
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
252007
Corruption-tolerant bandit learning
S Kapoor, KK Patel, P Kar
Machine Learning 108 (4), 687-715, 2019
242019
Optimizing non-decomposable measures with deep networks
A Sanyal, P Kumar, P Kar, S Chawla, F Sebastiani
Machine Learning 107 (8), 1597-1620, 2018
222018
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, IS Dhillon
arXiv preprint arXiv:1307.5101, 2013
222013
Supervised learning with similarity functions
P Kar, P Jain
arXiv preprint arXiv:1210.5840, 2012
222012
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