Murat Kocaoglu
Murat Kocaoglu
MIT-IBM Watson AI Lab, IBM Research
Verifierad e-postadress på ibm.com - Startsida
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Causalgan: Learning causal implicit generative models with adversarial training
M Kocaoglu, C Snyder, AG Dimakis, S Vishwanath
arXiv preprint arXiv:1709.02023, 2017
542017
Minimum energy channel codes for nanoscale wireless communications
M Kocaoglu, OB Akan
IEEE Transactions on Wireless Communications 12 (4), 1492-1500, 2013
412013
Learning causal graphs with small interventions
K Shanmugam, M Kocaoglu, AG Dimakis, S Vishwanath
Advances in Neural Information Processing Systems, 3195-3203, 2015
382015
Fundamentals of green communications and computing: Modeling and simulation
M Kocaoglu, D Malak, OB Akan
Computer 45 (9), 40-46, 2012
252012
Entropic causal inference
M Kocaoglu, AG Dimakis, S Vishwanath, B Hassibi
arXiv preprint arXiv:1611.04035, 2016
222016
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
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
202017
Cost-optimal learning of causal graphs
M Kocaoglu, AG Dimakis, S Vishwanath
arXiv preprint arXiv:1703.02645, 2017
202017
Experimental design for learning causal graphs with latent variables
M Kocaoglu, K Shanmugam, E Bareinboim
Advances in Neural Information Processing Systems, 7018-7028, 2017
202017
Sparse polynomial learning and graph sketching
M Kocaoglu, K Shanmugam, AG Dimakis, A Klivans
Advances in Neural Information Processing Systems, 3122-3130, 2014
112014
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
62019
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
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
52017
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
42018
Latent contextual bandits: A non-negative matrix factorization approach
R Sen, K Shanmugam, M Kocaoglu, AG Dimakis, S Shakkottai
CoRR, abs/1606.00119, 2016
32016
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
Entropic latent variable discovery
M Kocaoglu, S Shakkottai, AG Dimakis, C Caramanis, S Vishwanath
arXiv preprint arXiv:1807.10399, 2018
22018
Latent contextual bandits
R Sen, K Shanmugam, M Kocaoglu, AG Dimakis, S Shakkottai
arXiv preprint arXiv:1606.00119, 2016
22016
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Artiklar 1–20