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Murat Kocaoglu
Murat Kocaoglu
Assistant Professor, ECE, Purdue University
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
Causalgan: Learning causal implicit generative models with adversarial training
M Kocaoglu, C Snyder, AG Dimakis, S Vishwanath
International Conference on Learning Representations (ICLR), 2018
1942018
Learning causal graphs with small interventions
K Shanmugam, M Kocaoglu, AG Dimakis, S Vishwanath
Advances in Neural Information Processing Systems 28, 2015
872015
Experimental design for learning causal graphs with latent variables
M Kocaoglu, K Shanmugam, E Bareinboim
Advances in Neural Information Processing Systems 30, 2017
662017
Minimum energy channel codes for nanoscale wireless communications
M Kocaoglu, OB Akan
IEEE Transactions on Wireless Communications 12 (4), 1492-1500, 2013
562013
Entropic causal inference
M Kocaoglu, A Dimakis, S Vishwanath, B Hassibi
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
522017
Cost-optimal learning of causal graphs
M Kocaoglu, A Dimakis, S Vishwanath
International Conference on Machine Learning, 1875-1884, 2017
492017
Causal discovery from soft interventions with unknown targets: Characterization and learning
A Jaber, M Kocaoglu, K Shanmugam, E Bareinboim
Advances in neural information processing systems 33, 9551-9561, 2020
382020
Contextual bandits with latent confounders: An nmf approach
R Sen, K Shanmugam, M Kocaoglu, A Dimakis, S Shakkottai
Artificial Intelligence and Statistics, 518-527, 2017
38*2017
Characterization and learning of causal graphs with latent variables from soft interventions
M Kocaoglu, A Jaber, K Shanmugam, E Bareinboim
Advances in Neural Information Processing Systems 32, 2019
362019
Experimental design for cost-aware learning of causal graphs
E Lindgren, M Kocaoglu, AG Dimakis, S Vishwanath
Advances in Neural Information Processing Systems 31, 2018
332018
Fundamentals of green communications and computing: Modeling and simulation
M Kocaoglu, D Malak, OB Akan
Computer 45 (9), 40-46, 2012
272012
Sample efficient active learning of causal trees
K Greenewald, D Katz, K Shanmugam, S Magliacane, M Kocaoglu, ...
Advances in Neural Information Processing Systems 32, 2019
262019
Minimum energy coding for wireless nanosensor networks
M Kocaoglu, OB Akan
2012 Proceedings IEEE INFOCOM, 2826-2830, 2012
262012
Communication theoretic analysis of the synaptic channel for cortical neurons
D Malak, M Kocaoglu, OB Akan
Nano Communication Networks 4 (3), 131-141, 2013
242013
Active structure learning of causal DAGs via directed clique trees
C Squires, S Magliacane, K Greenewald, D Katz, M Kocaoglu, ...
Advances in Neural Information Processing Systems 33, 21500-21511, 2020
212020
Sparse polynomial learning and graph sketching
M Kocaoglu, K Shanmugam, AG Dimakis, A Klivans
Advances in Neural Information Processing Systems 27, 2014
162014
Entropic causality and greedy minimum entropy coupling
M Kocaoglu, AG Dimakis, S Vishwanath, B Hassibi
2017 IEEE International Symposium on Information Theory (ISIT), 1465-1469, 2017
152017
Applications of common entropy for causal inference
M Kocaoglu, S Shakkottai, AG Dimakis, C Caramanis, S Vishwanath
Advances in neural information processing systems 33, 17514-17525, 2020
92020
Stochastic resonance in graphene bilayer optical nanoreceivers
M Kocaoglu, B Gulbahar, OB Akan
IEEE Transactions on Nanotechnology 13 (6), 1107-1117, 2014
72014
On the node density limits and rate-delay-energy tradeoffs in ad hoc nanonetworks with minimum energy coding
M Kocaoglu, D Malak
2012 IEEE International Conference on Communications (ICC), 6157-6161, 2012
72012
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