Purushottam Kar
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
4042014
Sparse Local Embeddings for Extreme Multi-label Classification.
K Bhatia, H Jain, P Kar, M Varma, P Jain
NIPS 29, 730-738, 2015
3272015
Random Feature Maps for Dot Product Kernels
P Kar, H Karnick
Arxiv preprint arXiv:1201.6530, 2012
2162012
Non-convex optimization for machine learning
P Jain, P Kar
arXiv preprint arXiv:1712.07897, 2017
2122017
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
arXiv preprint arXiv:1410.5137, 2014
1702014
Robust regression via hard thresholding
K Bhatia, P Jain, P Kar
arXiv preprint arXiv:1506.02428, 2015
1122015
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
782017
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
732012
Online and stochastic gradient methods for non-decomposable loss functions
P Kar, H Narasimhan, P Jain
arXiv preprint arXiv:1410.6776, 2014
572014
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
54*2016
Consistent Robust Regression.
K Bhatia, P Jain, P Kamalaruban, P Kar
NIPS, 2110-2119, 2017
492017
Similarity-based learning via data driven embeddings
P Kar, P Jain
arXiv preprint arXiv:1112.5404, 2011
412011
Optimizing non-decomposable performance measures: A tale of two classes
H Narasimhan, P Kar, P Jain
International Conference on Machine Learning, 199-208, 2015
392015
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
312018
Surrogate functions for maximizing precision at the top
P Kar, H Narasimhan, P Jain
International Conference on Machine Learning, 189-198, 2015
292015
Supervised learning with similarity functions
P Kar, P Jain
arXiv preprint arXiv:1210.5840, 2012
222012
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
212007
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
202009
Optimizing non-decomposable measures with deep networks
A Sanyal, P Kumar, P Kar, S Chawla, F Sebastiani
Machine Learning 107 (8), 1597-1620, 2018
172018
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
172016
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Articles 1–20