Balaraman Ravindran

Cited by

	All	Since 2016
Citations	3519	2335
h-index	33	24
i10-index	67	56

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Co-authors

Mitesh KhapraIndian Institute of Technology MadrasVerified email at cse.iitm.ac.in
Andrew BartoUniversity of Massachusetts AmherstVerified email at cs.umass.edu
V Srinivasa ChakravarthyIndian Institute of Technology MadrasVerified email at iitm.ac.in
Sarath ChandarAssistant Professor @ Polytechnique Montreal and Mila. Canada CIFAR AI Chair.Verified email at mila.quebec
Srinivasan ParthasarathyProfessor of Computer Science and Engineering, The Ohio State UniversityVerified email at cse.ohio-state.edu
Vikas C. RaykarIBM ResearchVerified email at in.ibm.com
Hugo LarochelleGoogle Brain & MilaVerified email at google.com
Amrita SahaResearch Scientist, IBM Research IndiaVerified email at in.ibm.com
Karthik V AadithyaSandia National LaboratoriesVerified email at sandia.gov
Pragathi Priyadharsini BalasubramaniUniversity of California San DiegoVerified email at ucsd.edu
Shivashankar SubramanianComputing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Nandan SudarsanamAssistant Professor, Indian Institute of Technology-MadrasVerified email at iitm.ac.in
K Madhava KrishnaProfessor, IIIT HyderabadVerified email at iiit.ac.in
Ahmed MoustafaAssociate Professor in Cognitive & Behavioural Neuroscience at Western Sydney UniversityVerified email at westernsydney.edu.au
Tomasz MichalakUniversity of WarsawVerified email at mimuw.edu.pl
Nick JenningsVice-Provost (Research and Enterprise), Imperial CollegeVerified email at imperial.ac.uk
Janarthanan RajendranPhD candidate, University of MichiganVerified email at umich.edu
Preksha NemaGoogle PhD Fellow, IIT MadrasVerified email at cse.iitm.ac.in
Sergey LevineUC Berkeley, GoogleVerified email at eecs.berkeley.edu
Aravind RajeswaranUniversity of WashingtonVerified email at cs.washington.edu

Balaraman Ravindran

Professor of Computer Science, Indian Institute of Technology Madras

Verified email at cse.iitm.ac.in - Homepage

Reinforcement Learning Data Mining Social Network Analysis Text Analytics


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An autoencoder approach to learning bilingual word representations S Lauly, H Larochelle, MM Khapra, B Ravindran, V Raykar, A Saha arXiv preprint arXiv:1402.1454, 2014	306	2014
Epopt: Learning robust neural network policies using model ensembles A Rajeswaran, S Ghotra, B Ravindran, S Levine arXiv preprint arXiv:1610.01283, 2016	186	2016
Latent dirichlet allocation based multi-document summarization R Arora, B Ravindran Proceedings of the second workshop on Analytics for noisy unstructured text …, 2008	169	2008
Efficient computation of the Shapley value for game-theoretic network centrality TP Michalak, KV Aadithya, PL Szczepanski, B Ravindran, NR Jennings Journal of Artificial Intelligence Research 46, 607-650, 2013	130	2013
Correlational neural networks S Chandar, MM Khapra, H Larochelle, B Ravindran Neural computation, 2016	121	2016
Accurate mobile robot localization in indoor environments using bluetooth AN Raghavan, H Ananthapadmanaban, MS Sivamurugan, B Ravindran 2010 IEEE international conference on robotics and automation, 4391-4396, 2010	109	2010
SMDP homomorphisms: An algebraic approach to abstraction in semi markov decision processes B Ravindran, AG Barto International Joint Conference on Artificial Intelligence (IJCAI), 1011-1016, 2003	99	2003
Diversity driven attention model for query-based abstractive summarization P Nema, M Khapra, A Laha, B Ravindran arXiv preprint arXiv:1704.08300, 2017	98	2017
An algebraic approach to abstraction in reinforcement learning B Ravindran, AG Barto University of Massachusetts at Amherst, 2004	88	2004
Model minimization in hierarchical reinforcement learning B Ravindran, AG Barto International Symposium on Abstraction, Reformulation, and Approximation …, 2002	85	2002
Adaptive network intrusion detection system using a hybrid approach R Rangadurai Karthick, VP Hattiwale, B Ravindran Communication Systems and Networks (COMSNETS), 2012 Fourth International …, 2012	77	2012
A tutorial survey of reinforcement learning S Sathiya Keerthi, B Ravindran Sadhana 19 (6), 851-889, 1994	73	1994
Improving legal information retrieval using an ontological framework M Saravanan, B Ravindran, S Raman Artificial Intelligence and Law 17 (2), 101-124, 2009	67	2009
Latent dirichlet allocation and singular value decomposition based multi-document summarization R Arora, B Ravindran Data Mining, 2008. ICDM'08. Eighth IEEE International Conference on, 713-718, 2008	66	2008
Relativized options: Choosing the right transformation B Ravindran, AG Barto Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003	58	2003
Hierarchical activity recognition for dementia care using Markov Logic Network KS Gayathri, S Elias, B Ravindran Personal and Ubiquitous Computing 19 (2), 271-285, 2015	54	2015
Efficient computation of the shapley value for centrality in networks KV Aadithya, B Ravindran, TP Michalak, NR Jennings International workshop on internet and network economics, 1-13, 2010	54	2010
Improved switching among temporally abstract actions RSSS Singh, DPB Ravindran NIPS 11, 1999	54	1999
A system approach to network modeling for DDoS detection using a Naive Bayesian classifier R Vijayasarathy, SV Raghavan, B Ravindran 2011 Third International Conference on Communication Systems and Networks …, 2011	46	2011
Symmetries and model minimization in markov decision processes B Ravindran, AG Barto University of Massachusetts, 2001	46	2001

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