Harikrishna Narasimhan
Harikrishna Narasimhan
Google LLC
Verified email at google.com
Title
Cited by
Cited by
Year
Predicting clinical response to anticancer drugs using an ex vivo platform that captures tumour heterogeneity
B Majumder, U Baraneedharan, S Thiyagarajan, P Radhakrishnan, ...
Nature communications 6 (1), 1-14, 2015
1692015
On the statistical consistency of plug-in classifiers for non-decomposable performance measures
H Narasimhan, R Vaish, S Agarwal
Advances in Neural Information Processing Systems, 1493-1501, 2014
642014
On the statistical consistency of algorithms for binary classification under class imbalance
A Menon, H Narasimhan, S Agarwal, S Chawla
International Conference on Machine Learning, 603-611, 2013
582013
A structural SVM based approach for optimizing partial AUC
H Narasimhan, S Agarwal
International Conference on Machine Learning, 516-524, 2013
542013
Optimal auctions through deep learning
P Dütting, Z Feng, H Narasimhan, D Parkes, SS Ravindranath
International Conference on Machine Learning, 1706-1715, 2019
532019
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
512014
Learnability of influence in networks
H Narasimhan, DC Parkes, Y Singer
Advances in Neural Information Processing Systems, 3186-3194, 2015
392015
Consistent multiclass algorithms for complex performance measures
H Narasimhan, H Ramaswamy, A Saha, S Agarwal
International Conference on Machine Learning, 2398-2407, 2015
372015
SVMpAUCtight a new support vector method for optimizing partial AUC based on a tight convex upper bound
H Narasimhan, S Agarwal
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
372013
Optimizing non-decomposable performance measures: A tale of two classes
H Narasimhan, P Kar, P Jain
International Conference on Machine Learning, 199-208, 2015
362015
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
342016
Learning with complex loss functions and constraints
H Narasimhan
International Conference on Artificial Intelligence and Statistics, 1646-1654, 2018
312018
Surrogate functions for maximizing precision at the top
P Kar, H Narasimhan, P Jain
International Conference on Machine Learning, 189-198, 2015
282015
On the relationship between binary classification, bipartite ranking, and binary class probability estimation
H Narasimhan, S Agarwal
Advances in neural information processing systems, 2913-2921, 2013
282013
Deep Learning for Multi-Facility Location Mechanism Design.
N Golowich, H Narasimhan, DC Parkes
IJCAI, 261-267, 2018
252018
Deep learning for revenue-optimal auctions with budgets
Z Feng, H Narasimhan, DC Parkes
Proceedings of the 17th International Conference on Autonomous Agents and …, 2018
242018
Automated mechanism design without money via machine learning
H Narasimhan, SB Agarwal, DC Parkes
Proceedings of the 25th International Joint Conference on Artificial …, 2016
152016
Support vector algorithms for optimizing the partial area under the ROC curve
H Narasimhan, S Agarwal
Neural computation 29 (7), 1919-1963, 2017
142017
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
132016
Pairwise Fairness for Ranking and Regression.
H Narasimhan, A Cotter, MR Gupta, S Wang
AAAI, 5248-5255, 2020
122020
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