Kulkarni, Sanjeev R.

9 publications

JMLR 2008 Value Function Approximation Using Multiple Aggregation for Multiattribute Resource Management Abraham George, Warren B. Powell, Sanjeev R. Kulkarni
NeurIPS 2005 Convergence and Consistency of Regularized Boosting Algorithms with Stationary B-Mixing Observations Aurelie C. Lozano, Sanjeev R. Kulkarni, Robert E. Schapire
COLT 2004 Consistency in Models for Communication Constrained Distributed Learning Joel B. Predd, Sanjeev R. Kulkarni, Harold Vincent Poor
MLJ 2000 Learning Changing Concepts by Exploiting the Structure of Change Peter L. Bartlett, Shai Ben-David, Sanjeev R. Kulkarni
COLT 1996 Learning Changing Concepts by Exploiting the Structure of Change Peter L. Bartlett, Shai Ben-David, Sanjeev R. Kulkarni
MLJ 1993 Active Learning Using Arbitrary Binary Valued Queries Sanjeev R. Kulkarni, Sanjoy K. Mitter, John N. Tsitsiklis
COLT 1993 On Probably Correct Classification of Concepts Sanjeev R. Kulkarni, Ofer Zeitouni
COLT 1993 On-Line Learning of Functions of Bounded Variation Under Various Sampling Schemes S. E. Posner, Sanjeev R. Kulkarni
COLT 1992 PAC Learning with Generalized Samples and an Application to Stochastic Geometry Sanjeev R. Kulkarni, John N. Tsitsiklis, Sanjoy K. Mitter, Ofer Zeitouni