Burak Varici

According to our database, Burak Varici authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Robust Causal Bandits for Linear Models.

Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer

IEEE J. Sel. Areas Inf. Theory, 2024

Score-based Causal Representation Learning: Linear and General Transformations.

Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer

CoRR, 2024

Interventional Causal Discovery in a Mixture of DAGs.

Burak Varici, Dmitriy Katz, Dennis Wei, Prasanna Sattigeri, Ali Tajer

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Linear Causal Representation Learning from Unknown Multi-node Interventions.

Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Sample Complexity of Interventional Causal Representation Learning.

Emre Acartürk, Burak Varici, Karthikeyan Shanmugam, Ali Tajer

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Improved Bound for Robust Causal Bandits with Linear Models.

Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer

Proceedings of the IEEE International Symposium on Information Theory, 2024

General Identifiability and Achievability for Causal Representation Learning.

Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Causal Bandits for Linear Structural Equation Models.

Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer

J. Mach. Learn. Res., 2023

Score-based Causal Representation Learning with Interventions.

Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer

CoRR, 2023

2022

Intervention target estimation in the presence of latent variables.

Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Scalable Intervention Target Estimation in Linear Models.

Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Shared Subgraphs in Ising Model Pairs.

Burak Varici, Saurabh Sihag, Ali Tajer

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021