Burak Varici

27 papers A* 5A 4B 1Journal 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
2025 IEEE Signal Processing Society Awards [Society News].
IEEE Signal Process. Mag.
Michaël Unser, Dong Yu, Barry D. Van Veen, K. V. S. Hari, John G. Apostolopoulos, Daniel P. W. Ellis, Santiago Segarra, Katherine L. Bouman, Hongkang Li, Nicholas Chimitt, Burak Varici
2025 A* conf
Contextures: Representations from Contexts.
ICML
Runtian Zhai, Kai Yang, Burak Varici, Che-Ping Tsai, J. Zico Kolter, Pradeep Kumar Ravikumar
2025 J jnl
Contextures: Representations from Contexts.
CoRR
Runtian Zhai, Kai Yang, Che-Ping Tsai, Burak Varici, Zico Kolter, Pradeep Ravikumar
2025 J jnl
Eigenfunction Extraction for Ordered Representation Learning.
CoRR
Burak Varici, Che-Ping Tsai, Ritabrata Ray, Nicholas M. Boffi, Pradeep Ravikumar
2025 A conf
On the Consistent Recovery of Joint Distributions from Conditionals.
AISTATS
Mahbod Majid, Rattana Pukdee, Vishwajeet Agrawal, Burak Varici, Pradeep Kumar Ravikumar
2025 J jnl
ROPES: Robotic Pose Estimation via Score-Based Causal Representation Learning.
CoRR
Pranamya Kulkarni, Puranjay Datta, Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer
2025 J jnl
Score-based Causal Representation Learning: Linear and General Transformations.
J. Mach. Learn. Res.
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer
2024 A conf
General Identifiability and Achievability for Causal Representation Learning.
AISTATS
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer
2024 B conf
Improved Bound for Robust Causal Bandits with Linear Models.
ISIT
Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer
2024 J jnl
Improved Bound for Robust Causal Bandits with Linear Models.
CoRR
Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer
2024 A* conf
Interventional Causal Discovery in a Mixture of DAGs.
NeurIPS
Burak Varici, Dmitriy Katz, Dennis Wei, Prasanna Sattigeri, Ali Tajer
2024 J jnl
Interventional Causal Discovery in a Mixture of DAGs.
CoRR
Burak Varici, Dmitriy A. Katz, Dennis Wei, Prasanna Sattigeri, Ali Tajer
2024 A* conf
Linear Causal Representation Learning from Unknown Multi-node Interventions.
NeurIPS
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer
2024 J jnl
Linear Causal Representation Learning from Unknown Multi-node Interventions.
CoRR
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer
2024 J jnl
Robust Causal Bandits for Linear Models.
IEEE J. Sel. Areas Inf. Theory
Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer
2024 A* conf
Sample Complexity of Interventional Causal Representation Learning.
NeurIPS
Emre Acartürk, Burak Varici, Karthikeyan Shanmugam, Ali Tajer
2024 J jnl
Score-based Causal Representation Learning: Linear and General Transformations.
CoRR
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer
2024 J jnl
Separability Analysis for Causal Discovery in Mixture of DAGs.
Trans. Mach. Learn. Res.
Burak Varici, Dmitriy Katz, Dennis Wei, Prasanna Sattigeri, Ali Tajer
2023 J jnl
Causal Bandits for Linear Structural Equation Models.
J. Mach. Learn. Res.
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer
2023 J jnl
General Identifiability and Achievability for Causal Representation Learning.
CoRR
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer
2023 J jnl
Robust Causal Bandits for Linear Models.
CoRR
Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer
2023 J jnl
Score-based Causal Representation Learning with Interventions.
CoRR
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer
2022 J jnl
Causal Bandits for Linear Structural Equation Models.
CoRR
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer
2022 A conf
Intervention target estimation in the presence of latent variables.
UAI
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer
2021 A conf
Learning Shared Subgraphs in Ising Model Pairs.
AISTATS
Burak Varici, Saurabh Sihag, Ali Tajer
2021 A* conf
Scalable Intervention Target Estimation in Linear Models.
NeurIPS
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer
2021 J jnl
Scalable Intervention Target Estimation in Linear Models.
CoRR
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer