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All publications by Vikas C. Raykar
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An Autoencoder Approach to Learning Bilingual Word Representations
Sarath P, Stanislas Lauly, Hugo Larochelle, Mitesh Khapra, Balaraman Ravindran, Vikas C. Raykar and Amrita Saha
Advances in Neural Information Processing Systems 27, 2014


Ranking annotators for crowdsourced labeling tasks
Vikas C. Raykar and Shipeng Yu
Advances in Neural Information Processing Systems 24, 2011


Nonparametric prior for adaptive sparsity
Vikas C. Raykar and Linda H. Zhao
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Supervised learning from multiple experts: whom to trust when everyone lies a bit
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo H. Valadez, Luca Bogoni and Linda Moy
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Bayesian multiple instance learning: automatic feature selection and inductive transfer
Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar and R. B. Rao
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Polyhedral classifier for target detection: a case study: colorectal cancer
Murat Dundar, Matthias Wolf, Sarang Lakare, Marcos Salganicoff and Vikas C. Raykar
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Automatic online tuning for fast Gaussian summation
Vlad I. Morariu, Balaji V. Srinivasan, Vikas C. Raykar, Ramani Duraiswami and Larry S. Davis
Advances in Neural Information Processing Systems 21, 2008


On Ranking in Survival Analysis: Bounds on the Concordance Index
Harald Steck, Balaji Krishnapuram, Cary Dehing-oberije, Philippe Lambin and Vikas C. Raykar
Advances in Neural Information Processing Systems 20, 2007


A fast algorithm for learning large scale preference relations
Vikas C. Raykar, Ramani Duraiswami and Balaji Krishnapuram
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007