Scholar
Murat Kocaoglu
Google Scholar ID: 7N7bzdwAAAAJ
Assistant Professor, Department of CS, Johns Hopkins University
Causal Inference
Machine Learning
Information Theory
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Citations & Impact
All-time
Citations
1,458
H-index
17
i10-index
22
Publications
20
Co-authors
46
list available
Contact
Email
mkocaoglu@jhu.edu
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Publications
6 items
Decomposing Epistemic Uncertainty for Causal Decision Making
2026
Cited
0
Differentiable Constraint-Based Causal Discovery
2025
Cited
0
Entropic Causal Inference: Graph Identifiability
2025
Cited
0
Characterization and Learning of Causal Graphs from Hard Interventions
2025
Cited
0
Counterfactual Fairness by Combining Factual and Counterfactual Predictions
arXiv.org · 2024
Cited
0
Causal Discovery-Driven Change Point Detection in Time Series
arXiv.org · 2024
Cited
1
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”
Co-authors
46 total
Alexandros G Dimakis
Professor, EECS, UC Berkeley
Karthikeyan Shanmugam
Research Scientist, Google Deepmind
Sriram Vishwanath
MITRE
Kristjan Greenewald
Senior Research Scientist and Manager, MIT-IBM Watson AI Lab, IBM Research
Elias Bareinboim
Columbia University
Spencer Compton
Stanford University
Co-author 7
Shiv Saini
Adobe Research
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