Concepedia

Murat Kocaoglu

MK

11

Publications

293

Citations

10

H-Index

2012

Active since

Affiliations

The University of Texas at Austin(Current)

Koç University

IBM (United States)

Purdue University West Lafayette

Murat Kocaoglu is an author at The University of Texas at Austin specializing in engineering, causal inference, and data science.

Top concepts

EngineeringData ScienceCausal InferencePublic HealthCausal ReasoningComputer ScienceStatisticsGraph TheoryEnergy EfficiencyKnowledge Discovery

Publications per year

2012–2020

11

Publications

11

CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training

Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis et al. · arXiv (Cornell University) · 2017 · 73 citations · Full text

Artificial Intelligence, Generative System, Engineering +12

Experimental Design for Learning Causal Graphs with Latent Variables

Murat Kocaoglu, Karthikeyan Shanmugam, Elias Bareinboim · Neural Information Processing Systems · 2017 · 38 citations

Engineering, Machine Learning, Causal Graph +17

Minimum Energy Channel Codes for Nanoscale Wireless Communications

Murat Kocaoglu, Özgür B. Akan · IEEE Transactions on Wireless Communications · 2013 · 35 citations

Distributed Source Coding, Wireless Communications, Electrical Engineering +11

Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions

Murat Kocaoglu, Amin Jaber, Karthikeyan Shanmugam et al. · Neural Information Processing Systems · 2019 · 23 citations

Engineering, Causal Graphs, Causal Relation Extraction +18

Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning

Amin Jaber, Murat Kocaoglu, Karthikeyan Shanmugam et al. · Neural Information Processing Systems · 2020 · 23 citations

Engineering, Soft Interventions, Data Science +13

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