Venkatesh, Santosh S.

10 publications

COLT 1995 Criteria for Specifying Machine Complexity in Learning Changfeng Wang, Santosh S. Venkatesh

COLT 1995 Learning from a Mixture of Labeled and Unlabeled Examples with Parametric Side Information Joel Ratsaby, Santosh S. Venkatesh

NeurIPS 1994 Temporal Dynamics of Generalization in Neural Networks Changfeng Wang, Santosh S. Venkatesh

COLT 1993 On the Average Tractability of Binary Integer Programming and the Curious Transition to Perfect Generalization in Learning Majority Functions Shao C. Fang, Santosh S. Venkatesh

NeurIPS 1993 Optimal Stopping and Effective Machine Complexity in Learning Changfeng Wang, Santosh S. Venkatesh, J. Stephen Judd

COLT 1992 Bellman Strikes Again! the Growth Rate of Sample Complexity with Dimension for the Nearest Neighbor Classifier Santosh S. Venkatesh, Robert R. Snapp, Demetri Psaltis

COLT 1991 On Learning Binary Weights for Majority Functions Santosh S. Venkatesh

NeurIPS 1990 Asymptotic Slowing Down of the Nearest-Neighbor Classifier Robert R. Snapp, Demetri Psaltis, Santosh S. Venkatesh

NeurIPS 1990 The Devil and the Network: What Sparsity Implies to Robustness and Memory Sanjay Biswas, Santosh S. Venkatesh

NeurIPS 1987 On Properties of Networks of Neuron-like Elements Pierre Baldi, Santosh S. Venkatesh