Murat Kocaoglu
Murat Kocaoglu
purdue.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Causalgan: Learning causal implicit generative models with adversarial training
M Kocaoglu, C Snyder, AG Dimakis, S Vishwanath
International Conference on Learning Representations (ICLR), 2018
882018
Learning causal graphs with small interventions
K Shanmugam, M Kocaoglu, AG Dimakis, S Vishwanath
arXiv preprint arXiv:1511.00041, 2015
532015
Minimum energy channel codes for nanoscale wireless communications
M Kocaoglu, OB Akan
IEEE transactions on wireless communications 12 (4), 1492-1500, 2013
452013
Experimental design for learning causal graphs with latent variables
M Kocaoglu, K Shanmugam, E Bareinboim
Nips, 2017
332017
Cost-optimal learning of causal graphs
M Kocaoglu, A Dimakis, S Vishwanath
International Conference on Machine Learning, 1875-1884, 2017
282017
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
28*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
Characterization and learning of causal graphs with latent variables from soft interventions
M Kocaoglu, K Shanmugam, A Jaber, E Bareinboim
182019
Sparse polynomial learning and graph sketching
M Kocaoglu, K Shanmugam, AG Dimakis, A Klivans
arXiv preprint arXiv:1402.3902, 2014
17*2014
Experimental design for cost-aware learning of causal graphs
EM Lindgren, M Kocaoglu, AG Dimakis, S Vishwanath
arXiv preprint arXiv:1810.11867, 2018
132018
Stochastic resonance in graphene bilayer optical nanoreceivers
M Kocaoglu, B Gulbahar, OB Akan
IEEE Transactions on Nanotechnology 13 (6), 1107-1117, 2014
82014
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
72017
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
Sample efficient active learning of causal trees
K Greenewald, D Katz, K Shanmugam, S Magliacane, M Kocaoglu, ...
62019
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, 2020
52020
Entropic latent variable discovery
M Kocaoglu, S Shakkottai, AG Dimakis, C Caramanis, S Vishwanath
stat 1050, 26, 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
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–20