Ishanu Chattopadhyay
Affiliations: | Genomics & Sytems Biology | University of Chicago, Chicago, IL |
Area:
machine learningWebsite:
http://home.uchicago.edu/~ishanu/index.htmlGoogle:
"Ishanu Chattopadhyay"Parents
Sign in to add mentor| Asok Ray | grad student | 2006 | Penn State | |
| (Quantitative control of probabilistic discrete event systems: A formal measure-theoretic approach.) | ||||
| Hod Lipson | post-doc | Cornell | ||
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Publications
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| Chattopadhyay I, Lipson H. (2014) Data smashing: uncovering lurking order in data. Journal of the Royal Society, Interface / the Royal Society. 11: 20140826 |
| Chattopadhyay I. (2014) Scalable ε-optimal decision-making and stochastic routing in large networks via distributed supervision of probabilistic automata Siam Journal On Control and Optimization. 52: 2512-2547 |
| Chattopadhyay I, Lipson H. (2014) Computing entropy rate of symbol sources & a distribution-free limit theorem 2014 48th Annual Conference On Information Sciences and Systems, Ciss 2014 |
| Chattopadhyay I, Kuchina A, Süel GM, et al. (2013) Inverse Gillespie for inferring stochastic reaction mechanisms from intermittent samples. Proceedings of the National Academy of Sciences of the United States of America. 110: 12990-5 |
| Chattopadhyay I, Lipson H. (2013) Abductive learning of quantized stochastic processes with probabilistic finite automata. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 371: 20110543 |
| Srivastav A, Wen Y, Hendrick E, et al. (2011) Information fusion for object & situation assessment in sensor networks Proceedings of the American Control Conference. 1274-1279 |
| Chattopadhyay I, Ray A. (2010) Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages International Journal of Control. 83: 457-483 |
| Chattopadhyay I, Ray A. (2009) Supervised self-organization of homogeneous swarms using ergodic projections of Markov chains. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 39: 1505-15 |
| Lu W, Chattopadhyay I, Mallapragada G, et al. (2009) A real time implementable all-pair dynamic planning algorithm for robot navigation based on the renormalized measure of probabilistic regular languages Proceedings of the American Control Conference. 5174-5179 |
| Chattopadhyay I, Ray A. (2009) Supervised self-organization of large homogeneous swarms using ergodic projections of markov chains Proceedings of the American Control Conference. 2922-2927 |