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2020 – today
- 2024
[j3]Zirui Yan
, Arpan Mukherjee, Burak Varici, Ali Tajer:
Robust Causal Bandits for Linear Models. IEEE J. Sel. Areas Inf. Theory 5: 78-93 (2024)- [j2]Burak Varici, Dmitriy Katz, Dennis Wei, Prasanna Sattigeri, Ali Tajer:
Separability Analysis for Causal Discovery in Mixture of DAGs. Trans. Mach. Learn. Res. 2024 (2024) - [c5]Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer:
General Identifiability and Achievability for Causal Representation Learning. AISTATS 2024: 2314-2322 - [c4]Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer:
Improved Bound for Robust Causal Bandits with Linear Models. ISIT 2024: 2074-2079 - [i9]Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer:
Score-based Causal Representation Learning: Linear and General Transformations. CoRR abs/2402.00849 (2024) - [i8]Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer:
Improved Bound for Robust Causal Bandits with Linear Models. CoRR abs/2405.07795 (2024) - [i7]Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer:
Linear Causal Representation Learning from Unknown Multi-node Interventions. CoRR abs/2406.05937 (2024) - [i6]Burak Varici, Dmitriy A. Katz-Rogozhnikov, Dennis Wei, Prasanna Sattigeri, Ali Tajer:
Interventional Causal Discovery in a Mixture of DAGs. CoRR abs/2406.08666 (2024) - 2023
- [j1]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Causal Bandits for Linear Structural Equation Models. J. Mach. Learn. Res. 24: 297:1-297:59 (2023) - [i5]Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar, Ali Tajer:
Score-based Causal Representation Learning with Interventions. CoRR abs/2301.08230 (2023) - [i4]Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer:
General Identifiability and Achievability for Causal Representation Learning. CoRR abs/2310.15450 (2023) - [i3]Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer:
Robust Causal Bandits for Linear Models. CoRR abs/2310.19794 (2023) - 2022
- [c3]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Intervention target estimation in the presence of latent variables. UAI 2022: 2013-2023 - [i2]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Causal Bandits for Linear Structural Equation Models. CoRR abs/2208.12764 (2022) - 2021
- [c2]Burak Varici, Saurabh Sihag, Ali Tajer:
Learning Shared Subgraphs in Ising Model Pairs. AISTATS 2021: 3952-3960 - [c1]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Scalable Intervention Target Estimation in Linear Models. NeurIPS 2021: 1494-1505 - [i1]Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, Ali Tajer:
Scalable Intervention Target Estimation in Linear Models. CoRR abs/2111.07512 (2021)
Coauthor Index
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