Learning Shared Subgraphs in Ising Model Pairs. - Burak Varici; Saurabh Sihag; Ali Tajer (AISTATS, 2021)

Scalable Intervention Target Estimation in Linear Models. - Burak Varici; Karthikeyan Shanmugam; Prasanna Sattigeri; Ali Tajer (NeurIPS, 2021)

Intervention target estimation in the presence of latent variables. - Burak Varici; Karthikeyan Shanmugam; Prasanna Sattigeri; Ali Tajer (UAI, 2022)

Score-based Causal Representation Learning with Interventions. - Burak Varici; Emre Acartürk; Karthikeyan Shanmugam; Abhishek Kumar; Ali Tajer (CoRR, 2023)

Causal Bandits for Linear Structural Equation Models. - Burak Varici; Karthikeyan Shanmugam; Prasanna Sattigeri; Ali Tajer (J. Mach. Learn. Res., 2023)

General Identifiability and Achievability for Causal Representation Learning. - Burak Varici; Emre Acartürk; Karthikeyan Shanmugam; Ali Tajer (AISTATS, 2024)

Improved Bound for Robust Causal Bandits with Linear Models. - Zirui Yan; Arpan Mukherjee; Burak Varici; Ali Tajer (ISIT, 2024)

Sample Complexity of Interventional Causal Representation Learning. - Emre Acartürk; Burak Varici; Karthikeyan Shanmugam; Ali Tajer (NeurIPS, 2024)

Linear Causal Representation Learning from Unknown Multi-node Interventions. - Burak Varici; Emre Acartürk; Karthikeyan Shanmugam; Ali Tajer (NeurIPS, 2024)

Interventional Causal Discovery in a Mixture of DAGs. - Burak Varici; Dmitriy Katz; Dennis Wei; Prasanna Sattigeri; Ali Tajer (NeurIPS, 2024)

Score-based Causal Representation Learning: Linear and General Transformations. - Burak Varici; Emre Acartürk; Karthikeyan Shanmugam; Abhishek Kumar; Ali Tajer (CoRR, 2024)

Robust Causal Bandits for Linear Models. - Zirui Yan; Arpan Mukherjee; Burak Varici; Ali Tajer (IEEE J. Sel. Areas Inf. Theory, 2024)

Separability Analysis for Causal Discovery in Mixture of DAGs. - Burak Varici; Dmitriy Katz; Dennis Wei; Prasanna Sattigeri; Ali Tajer (Trans. Mach. Learn. Res., 2024)

On the Consistent Recovery of Joint Distributions from Conditionals. - Mahbod Majid; Rattana Pukdee; Vishwajeet Agrawal; Burak Varici; Pradeep Kumar Ravikumar (AISTATS, 2025)

Contextures: Representations from Contexts. - Runtian Zhai; Kai Yang; Che-Ping Tsai; Burak Varici; Zico Kolter; Pradeep Ravikumar (CoRR, 2025)