Vikas C Raykar 
contact information
STSM and Manager, IBM Research AI for Supply ChainIndia Research Laboratory, Bangalore, India
links
2015
Data split strategies for evolving predictive models
Vikas C. Raykar and Amrita Saha
ECML PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015
Vikas C. Raykar and Amrita Saha
ECML PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015
2014
AUC dominant unsupervised ensemble of binary classifi ers
P. Agrawal, V. C. Raykar, A. Saha
Proceedings of the 2014 SIAM International Conference on Data Mining
P. Agrawal, V. C. Raykar, A. Saha
Proceedings of the 2014 SIAM International Conference on Data Mining
Sequential crowdsourced labeling as an epsilon-greedy exploration in a Markov Decision Process
V. C. Raykar, P. Agrawal
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, pp. 832--840, 2014
V. C. Raykar, P. Agrawal
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, pp. 832--840, 2014
2012
Eliminating Spammers and Ranking Annotators for Crowdsourced Labeling Tasks
V. C. Raykar, S Yu
Journal of Machine Learning Research13, 491-518, 2012
V. C. Raykar, S Yu
Journal of Machine Learning Research13, 491-518, 2012
2010
Designing efficient cascaded classifiers: Tradeoff between accuracy and cost
V. C. Raykar, B. Krishnapuram, S. Yu
KDD '10: Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 853--860, ACM, 2010
V. C. Raykar, B. Krishnapuram, S. Yu
KDD '10: Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 853--860, ACM, 2010
Fast Computation of Kernel Estimators
V. C. Raykar, R. Duraiswami, L. H. Zhao
Journal of Computational and Graphical Statistics 19(1), 205--220, 2010
V. C. Raykar, R. Duraiswami, L. H. Zhao
Journal of Computational and Graphical Statistics 19(1), 205--220, 2010
Learning from crowds
V. C. Raykar, S. Yu, L. H. Zhao, G. H. Valadez, C. Florin, L. Bogoni, L. Moy
Journal of Machine Learning Research11, 1297--1322, 2010
V. C. Raykar, S. Yu, L. H. Zhao, G. H. Valadez, C. Florin, L. Bogoni, L. Moy
Journal of Machine Learning Research11, 1297--1322, 2010
2008
On Ranking in Survival Analysis: Bounds on the Concordance Index
V. C. Raykar, H. Steck, B. Krishnapuram, C. Dehing-Oberije, P. Lambin
Advances in Neural Information Processing Systems 20, 2008
V. C. Raykar, H. Steck, B. Krishnapuram, C. Dehing-Oberije, P. Lambin
Advances in Neural Information Processing Systems 20, 2008
Bayesian Multiple Instance Learning: Automatic Feature Selection and Inductive Transfer
V. C. Raykar, B. Krishnapuram, J. Bi, M. Dundar, R. B. Rao
Proceedings of the 25th International Conference on Machine Learning, pp. 808--815, 2008
V. C. Raykar, B. Krishnapuram, J. Bi, M. Dundar, R. B. Rao
Proceedings of the 25th International Conference on Machine Learning, pp. 808--815, 2008