Burak Varici

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Causal Discovery

Online Learning

Structural Svms

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer
Score-based Causal Representation Learning: Linear and General Transformations. CoRR (2024)
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer
Linear Causal Representation Learning from Unknown Multi-node Interventions. CoRR (2024)
Burak Varici, Dmitriy Katz, Dennis Wei, Prasanna Sattigeri, Ali Tajer
Separability Analysis for Causal Discovery in Mixture of DAGs. Trans. Mach. Learn. Res. 2024 (2024)
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer
General Identifiability and Achievability for Causal Representation Learning. AISTATS (2024)
Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer
Improved Bound for Robust Causal Bandits with Linear Models. CoRR (2024)
Burak Varici, Dmitriy A. Katz-Rogozhnikov, Dennis Wei, Prasanna Sattigeri, Ali Tajer
Interventional Causal Discovery in a Mixture of DAGs. CoRR (2024)
Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer
Robust Causal Bandits for Linear Models. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer
Robust Causal Bandits for Linear Models. CoRR (2023)
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer
General Identifiability and Achievability for Causal Representation Learning. CoRR (2023)
Burak Varici, Emre Acarturk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer
Score-based Causal Representation Learning with Interventions. CoRR (2023)
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer
Intervention target estimation in the presence of latent variables. UAI (2022)
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer
Causal Bandits for Linear Structural Equation Models. CoRR (2022)
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer
Scalable Intervention Target Estimation in Linear Models. NeurIPS (2021)
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer
Scalable Intervention Target Estimation in Linear Models. CoRR (2021)
Burak Varici, Saurabh Sihag, Ali Tajer
Learning Shared Subgraphs in Ising Model Pairs. AISTATS (2021)