| Score-based Causal Representation Learning with Interventions B Varici, E Acarturk, K Shanmugam, A Kumar, A Tajer arXiv preprint arXiv:2301.08230, 2023 | 37 | 2023 |
| General identifiability and achievability for causal representation learning B Varici, E Acartürk, K Shanmugam, A Tajer International Conference on Artificial Intelligence and Statistics, 2314-2322, 2024 | 19* | 2024 |
| Causal Bandits for Linear Structural Equation Models B Varıcı, K Shanmugam, P Sattigeri, A Tajer Journal of Machine Learning Research 24, 1-59, 2023 | 14 | 2023 |
| Scalable Intervention Target Estimation in Linear Models B Varici, K Shanmugam, P Sattigeri, A Tajer Advances in Neural Information Processing Systems 34, 1494-1505, 2021 | 13 | 2021 |
| Robust Causal Bandits for Linear Models Z Yan, A Mukherjee, B Varıcı, A Tajer IEEE Journal on Selected Areas in Information Theory, 2024 | 5 | 2024 |
| Intervention Target Estimation in the Presence of Latent Variables B Varici, K Shanmugam, P Sattigeri, A Tajer The 38th Conference on Uncertainty in Artificial Intelligence, 2022 | 5 | 2022 |
| Learning Shared Subgraphs in Ising Model Pairs B Varici, S Sihag, A Tajer International Conference on Artificial Intelligence and Statistics, 3952-3960, 2021 | 5 | 2021 |
| Score-based causal representation learning: Linear and general transformations B Varıcı, E Acartürk, K Shanmugam, A Kumar, A Tajer arXiv preprint arXiv:2402.00849, 2024 | 4 | 2024 |
| Separability Analysis for Causal Discovery in Mixture of DAGs B Varici, D Katz, D Wei, P Sattigeri, A Tajer Transactions on Machine Learning Research, 2024 | 3 | 2024 |
| Linear Causal Representation Learning from Unknown Multi-node Interventions B Varıcı, E Acartürk, K Shanmugam, A Tajer arXiv preprint arXiv:2406.05937, 2024 | 2 | 2024 |
| Improved Bound for Robust Causal Bandits with Linear Models Z Yan, A Mukherjee, B Varıcı, A Tajer arXiv preprint arXiv:2405.07795, 2024 | 1 | 2024 |
| Interventional Causal Discovery in a Mixture of DAGs B Varıcı, D Katz-Rogozhnikov, D Wei, P Sattigeri, A Tajer arXiv preprint arXiv:2406.08666, 2024 | | 2024 |
| Causal Learning via Interventions: Estimation and Design B Varıcı Rensselaer Polytechnic Institute, 2024 | | 2024 |
| Sample Complexity of Interventional Causal Representation Learning E Acartürk, B Varıcı, K Shanmugam, A Tajer The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0 | | |
Ali TajerRensselaer Polytechnic InstituteAdresse e-mail validée de ecse.rpi.edu