Murat Kocaoglu
Murat Kocaoglu
Dirección de correo verificada de purdue.edu - Página principal
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Año
Causalgan: Learning causal implicit generative models with adversarial training
M Kocaoglu, C Snyder, AG Dimakis, S Vishwanath
arXiv preprint arXiv:1709.02023, 2017
682017
Learning causal graphs with small interventions
K Shanmugam, M Kocaoglu, AG Dimakis, S Vishwanath
Advances in Neural Information Processing Systems 28, 3195-3203, 2015
472015
Minimum energy channel codes for nanoscale wireless communications
M Kocaoglu, OB Akan
IEEE Transactions on Wireless Communications 12 (4), 1492-1500, 2013
422013
Experimental design for learning causal graphs with latent variables
M Kocaoglu, K Shanmugam, E Bareinboim
Advances in Neural Information Processing Systems, 7018-7028, 2017
292017
Cost-optimal learning of causal graphs
M Kocaoglu, AG Dimakis, S Vishwanath
arXiv preprint arXiv:1703.02645, 2017
272017
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
26*2017
Entropic causal inference
M Kocaoglu, A Dimakis, S Vishwanath, B Hassibi
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
252017
Fundamentals of green communications and computing: Modeling and simulation
M Kocaoglu, D Malak, OB Akan
Computer 45 (9), 40-46, 2012
252012
Communication theoretic analysis of the synaptic channel for cortical neurons
D Malak, M Kocaoglu, OB Akan
Nano Communication Networks 4 (3), 131-141, 2013
222013
Minimum energy coding for wireless nanosensor networks
M Kocaoglu, OB Akan
2012 Proceedings IEEE INFOCOM, 2826-2830, 2012
212012
Sparse polynomial learning and graph sketching
M Kocaoglu, K Shanmugam, AG Dimakis, A Klivans
Advances in Neural Information Processing Systems 27, 3122-3130, 2014
17*2014
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, 14369-14379, 2019
122019
Experimental design for cost-aware learning of causal graphs
E Lindgren, M Kocaoglu, AG Dimakis, S Vishwanath
Advances in Neural Information Processing Systems, 5279-5289, 2018
92018
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
62017
Stochastic resonance in graphene bilayer optical nanoreceivers
M Kocaoglu, B Gulbahar, OB Akan
IEEE Transactions on Nanotechnology 13 (6), 1107-1117, 2014
62014
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
62012
Sample efficient active learning of causal trees
K Greenewald, D Katz, K Shanmugam, S Magliacane, M Kocaoglu, ...
Advances in Neural Information Processing Systems, 14302-14312, 2019
32019
Entropic latent variable discovery
M Kocaoglu, S Shakkottai, AG Dimakis, C Caramanis, S Vishwanath
arXiv preprint arXiv:1807.10399, 2018
32018
Diversity in diffusion-based molecular communication channel with drift
D Malak, H Ramezani, M Kocaoglu, OB Akan
2016 IEEE International Conference on Communications (ICC), 1-6, 2016
32016
Learning causal graphs with constraints
M Kocaoglu, AG Dimakis, S Vishwanath
WhatIf Workshop, NIPS 2016, 2016
22016
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