Burak Varici

According to our database, Burak Varici authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

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

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

CoRR, 2024

2023

Robust Causal Bandits for Linear Models.

Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer

CoRR, 2023

General Identifiability and Achievability for Causal Representation Learning.

Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer

CoRR, 2023

Score-based Causal Representation Learning with Interventions.

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

CoRR, 2023

2022

Causal Bandits for Linear Structural Equation Models.

Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer

CoRR, 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