Burak Varici

According to our database1, Burak Varici authored at least 13 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Separability Analysis for Causal Discovery in Mixture of DAGs.
Trans. Mach. Learn. Res., 2024

Robust Causal Bandits for Linear Models.
IEEE J. Sel. Areas Inf. Theory, 2024

Score-based Causal Representation Learning: Linear and General Transformations.
CoRR, 2024

Interventional Causal Discovery in a Mixture of DAGs.
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.
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.
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.
Proceedings of the IEEE International Symposium on Information Theory, 2024

General Identifiability and Achievability for Causal Representation Learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Causal Bandits for Linear Structural Equation Models.
J. Mach. Learn. Res., 2023

Score-based Causal Representation Learning with Interventions.
CoRR, 2023

2022
Intervention target estimation in the presence of latent variables.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021
Scalable Intervention Target Estimation in Linear Models.
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.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021


  Loading...