Varici, Burak

8 publications

JMLR 2025 Score-Based Causal Representation Learning: Linear and General Transformations Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer

AISTATS 2024 General Identifiability and Achievability for Causal Representation Learning Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer

TMLR 2024 Separability Analysis for Causal Discovery in Mixture of DAGs Burak Varici, Dmitriy Katz, Dennis Wei, Prasanna Sattigeri, Ali Tajer

JMLR 2023 Causal Bandits for Linear Structural Equation Models Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer

NeurIPSW 2023 Score-Based Causal Representation Learning from Interventions: Nonparametric Identifiability Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer

UAI 2022 Intervention Target Estimation in the Presence of Latent Variables Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer

AISTATS 2021 Learning Shared Subgraphs in Ising Model Pairs Burak Varici, Saurabh Sihag, Ali Tajer

NeurIPS 2021 Scalable Intervention Target Estimation in Linear Models Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer