Murat Kocaoglu
Scholar

Murat Kocaoglu

Google Scholar ID: 7N7bzdwAAAAJ
Assistant Professor, Department of CS, Johns Hopkins University
Causal InferenceMachine LearningInformation Theory
Citations & Impact
All-time
Citations
1,458
 
H-index
17
 
i10-index
22
 
Publications
20
 
Co-authors
46
list available
Resume (English only)
Academic Achievements
  • Multiple papers accepted at top-tier conferences including NeurIPS’23/’24/’25, ICML’23/’24, UAI’23/’25, AISTATS’25, ICLR’24, etc.
  • Research topics include causal graph learning, causal effect identification, causal generative models, causal discovery algorithms, counterfactual fairness, and causal anomaly detection
  • Awarded an NSF SMALL grant for causal structure discovery from diverse data
  • Received the Gemma Academic Program GCP Credit Award from Google
  • Received the Amazon Research Award in AI for Information Security on Causal Anomaly Detection
  • Guest editor for the special issue of Entropy on “Information-theoretic Methods for Causal Inference and Discovery”