| A survey of temporal data mining S Laxman, PS Sastry Sadhana 31 (2), 173-198, 2006 | 443 | 2006 |
| Varieties of learning automata: an overview MAL Thathachar, PS Sastry IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002 | 436 | 2002 |
| Networks of learning automata: Techniques for online stochastic optimization MAL Thathachar, PS Sastry Springer Science & Business Media, 2011 | 417 | 2011 |
| Memory neuron networks for identification and control of dynamical systems PS Sastry, G Santharam, KP Unnikrishnan IEEE transactions on neural networks 5 (2), 306-319, 1994 | 400 | 1994 |
| Decentralized learning of Nash equilibria in multi-person stochastic games with incomplete information PS Sastry, VV Phansalkar, MAL Thathachar IEEE Transactions on systems, man, and cybernetics 24 (5), 769-777, 1994 | 330 | 1994 |
| A reinforcement learning approach to automatic generation control TPI Ahamed, PSN Rao, PS Sastry Electric power systems research 63 (1), 9-26, 2002 | 199 | 2002 |
| Analysis of the back-propagation algorithm with momentum VV Phansalkar, PS Sastry IEEE Transactions on Neural Networks 5 (3), 505-506, 1994 | 188 | 1994 |
| Noise tolerance under risk minimization N Manwani, PS Sastry IEEE transactions on cybernetics 43 (3), 1146-1151, 2013 | 181 | 2013 |
| Robust Loss functions under label noise for deep networks A Ghosh, H Kumar, PS Sastry AAAI, 2017, 2017 | 179* | 2017 |
| A new approach to the design of reinforcement schemes for learning automata MAL Thathachar, PS Sastry IEEE Transactions on Systems, Man, and Cybernetics, 168-175, 1985 | 174 | 1985 |
| Discovering frequent episodes and learning hidden markov models: A formal connection S Laxman, PS Sastry, KP Unnikrishnan IEEE Transactions on Knowledge and Data Engineering 17 (11), 1505-1517, 2005 | 162 | 2005 |
| A fast algorithm for finding frequent episodes in event streams S Laxman, PS Sastry, KP Unnikrishnan Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 161 | 2007 |
| A font and size-independent OCR system for printed Kannada documents using support vector machines TV Ashwin, PS Sastry Sadhana 27 (1), 35-58, 2002 | 145 | 2002 |
| Making risk minimization tolerant to label noise A Ghosh, N Manwani, PS Sastry Neurocomputing 160, 93-107, 2015 | 113 | 2015 |
| A class of rapidly converging algorithms for learning automata MAL Thathachar IEEE International Conference on Cybernetics and Society, 602-606, 1984 | 111 | 1984 |
| Estimator algorithms for learning automata MAL Thathachar, PS Sastry | 96 | 1986 |
| Learning optimal discriminant functions through a cooperative game of automata MAL Thathachar, PS Sastry IEEE Transactions on Systems, Man, and Cybernetics 17 (1), 73-85, 1987 | 84 | 1987 |
| Fingerprint classification using a feedback-based line detector S Shah, PS Sastry IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004 | 80 | 2004 |
| Continuous action set learning automata for stochastic optimization G Santharam, PS Sastry, MAL Thathachar Journal of the Franklin Institute 331 (5), 607-628, 1994 | 79 | 1994 |
| A hierarchical system of learning automata that can learn die globally optimal path MAL Thathachar, PS Sastry Information sciences 42 (2), 143-166, 1987 | 74 | 1987 |
K P UnnikrishnanChief Scientist, eNeuroLearnVerified email at umich.edu
