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All publications by Venkatesh Saligrama
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Feature-Budgeted Random Forest
Feng Nan, Joseph Wang and Venkatesh Saligrama
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Cheap Bandits
Manjesh Hanawal, Venkatesh Saligrama, Michal Valko and Remi Munos
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction
Joseph Wang, Kirill Trapeznikov and Venkatesh Saligrama
Advances in Neural Information Processing Systems 28, 2015


Efficient Minimax Signal Detection on Graphs
Jing Qian and Venkatesh Saligrama
Advances in Neural Information Processing Systems 27, 2014


Topic Discovery through Data Dependent and Random Projections
Weicong Ding, Mohammad H. Rohban, Prakash Ishwar and Venkatesh Saligrama
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Local Supervised Learning through Space Partitioning
Joseph Wang and Venkatesh Saligrama
Advances in Neural Information Processing Systems 25, 2012


Local Anomaly Detection
Venkatesh Saligrama and Manqi Zhao
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Active Boosted Learning (ActBoost)
Kirill Trapeznikov, Venkatesh Saligrama and David A. CastaƱon
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Probabilistic Belief Revision with Structural Constraints
Peter Jones, Venkatesh Saligrama and Sanjoy Mitter
Advances in Neural Information Processing Systems 23, 2010


Anomaly Detection with Score functions based on Nearest Neighbor Graphs
Manqi Zhao and Venkatesh Saligrama
Advances in Neural Information Processing Systems 22, 2009