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Murat Kocaoglu
Murat Kocaoglu
1
Affiliations
Affiliations
Purdue University
13
papers
107
total citations
papers (13)
Active Structure Learning of Causal DAGs via Directed Clique Trees
NEURIPS 2020
arXiv
39
citations
Entropic Causal Inference: Identifiability and Finite Sample Results
NEURIPS 2020
arXiv
21
citations
Causal Discovery in Semi-Stationary Time Series
NEURIPS 2023
arXiv
11
citations
Characterization and Learning of Causal Graphs with Small Conditioning Sets
NEURIPS 2023
arXiv
9
citations
Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference
ICML 2024
arXiv
9
citations
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge
NEURIPS 2023
arXiv
8
citations
Applications of Common Entropy for Causal Inference
NEURIPS 2020
arXiv
6
citations
Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models
ICLR 2024
arXiv
2
citations
Adaptive Online Experimental Design for Causal Discovery
ICML 2024
arXiv
2
citations
Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning
NEURIPS 2020
0
citations
Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders
NEURIPS 2023
0
citations
Root Cause Analysis of Failures in Microservices through Causal Discovery
NEURIPS 2022
0
citations
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification
ICML 2024
0
citations