Purushottam Kar
Purushottam Kar
Dirección de correo verificada de cse.iitk.ac.in - Página principal
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Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
3332014
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
2632015
Random Feature Maps for Dot Product Kernels
P Kar, H Karnick
Arxiv preprint arXiv:1201.6530, 2012
1782012
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
1372014
Non-convex optimization for machine learning
P Jain, P Kar
arXiv preprint arXiv:1712.07897, 2017
1192017
Robust regression via hard thresholding
K Bhatia, P Jain, P Kar
Advances in Neural Information Processing Systems, 721-729, 2015
772015
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
622012
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
542017
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
452014
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
37*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
352015
Consistent robust regression
K Bhatia, P Jain, P Kamalaruban, P Kar
Advances in Neural Information Processing Systems, 2110-2119, 2017
312017
Similarity-based learning via data driven embeddings
P Kar, P Jain
Advances in neural information processing systems, 1998-2006, 2011
312011
Surrogate functions for maximizing precision at the top
P Kar, H Narasimhan, P Jain
International Conference on Machine Learning, 189-198, 2015
252015
Supervised learning with similarity functions
P Kar, P Jain
Advances in neural information processing systems, 215-223, 2012
212012
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
202007
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
182009
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
172018
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
132018
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
102016
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