Purushottam Kar
TitleCited byYear
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
3012014
Sparse local embeddings for extreme multi-label classification
K Bhatia, H Jain, P Kar, M Varma, P Jain
Advances in neural information processing systems, 730-738, 2015
2312015
Random Feature Maps for Dot Product Kernels
P Kar, H Karnick
Arxiv preprint arXiv:1201.6530, 2012
1612012
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
Advances in Neural Information Processing Systems, 685-693, 2014
1262014
Non-convex optimization for machine learning
P Jain, P Kar
Foundations and Trends® in Machine Learning 10 (3-4), 142-336, 2017
852017
Robust regression via hard thresholding
K Bhatia, P Jain, P Kar
Advances in Neural Information Processing Systems, 721-729, 2015
672015
Generalization bounds for online learning algorithms with pairwise loss functions
Y Wang, R Khardon, D Pechyony, R Jones
Conference on Learning Theory, 13.1-13.22, 2012
582012
Online and stochastic gradient methods for non-decomposable loss functions
P Kar, H Narasimhan, P Jain
Advances in Neural Information Processing Systems, 694-702, 2014
412014
On context-dependent clustering of bandits
C Gentile, S Li, P Kar, A Karatzoglou, G Zappella, E Etrue
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
392017
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
32*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
322015
Similarity-based learning via data driven embeddings
P Kar, P Jain
Advances in neural information processing systems, 1998-2006, 2011
312011
Consistent robust regression
K Bhatia, P Jain, P Kamalaruban, P Kar
Advances in Neural Information Processing Systems, 2110-2119, 2017
272017
Surrogate functions for maximizing precision at the top
P Kar, H Narasimhan, P Jain
International Conference on Machine Learning, 189-198, 2015
222015
Supervised learning with similarity functions
P Kar, P Jain
Advances in neural information processing systems, 215-223, 2012
202012
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
192007
On low distortion embeddings of statistical distance measures into low dimensional spaces
A Bhattacharya, P Kar, M Pal
International Conference on Database and Expert Systems Applications, 164-172, 2009
162009
Compilation error repair: for the student programs, from the student programs
UZ Ahmed, P Kumar, A Karkare, P Kar, S Gulwani
2018 IEEE/ACM 40th International Conference on Software Engineering …, 2018
122018
Optimizing non-decomposable measures with deep networks
A Sanyal, P Kumar, P Kar, S Chawla, F Sebastiani
Machine Learning 107 (8-10), 1597-1620, 2018
92018
Random Projection Trees Revisited
A Dhesi, P Kar
Arxiv preprint arXiv:1010.3812, 2010
92010
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Articles 1–20