| Score-based Causal Representation Learning with Interventions B Varici, E Acarturk, K Shanmugam, A Kumar, A Tajer arXiv preprint arXiv:2301.08230, 2023 | 42 | 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 | 18 | 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 | 14 | 2021 |
| 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 | 6 | 2022 |
| Learning Shared Subgraphs in Ising Model Pairs B Varici, S Sihag, A Tajer International Conference on Artificial Intelligence and Statistics, 3952-3960, 2021 | 6 | 2021 |
| Robust Causal Bandits for Linear Models Z Yan, A Mukherjee, B Varıcı, A Tajer IEEE Journal on Selected Areas in Information Theory, 2024 | 4 | 2024 |
| 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 Advances in Neural Information Processing Systems 37, 111614-111648, 2025 | 2 | 2025 |
| Improved Bound for Robust Causal Bandits with Linear Models Z Yan, A Mukherjee, B Varıcı, A Tajer IEEE International Symposium on Information Theory (ISIT) 2024, 2024 | 1 | 2024 |
| Interventional Causal Discovery in a Mixture of DAGs B Varıcı, D Katz, D Wei, P Sattigeri, A Tajer Advances in Neural Information Processing Systems 37, 86574-86601, 2025 | | 2025 |
| Sample Complexity of Interventional Causal Representation Learning E Acartürk, B Varıcı, K Shanmugam, A Tajer Advances in Neural Information Processing Systems 37, 39350-39385, 2024 | | 2024 |
| Causal Learning via Interventions: Estimation and Design B Varıcı Rensselaer Polytechnic Institute, 2024 | | 2024 |
| On the Consistent Recovery of Joint Distributions from Conditionals M Majid, R Pukdee, V Agrawal, B Varıcı, PK Ravikumar The 28th International Conference on Artificial Intelligence and Statistics, 0 | | |
Ali TajerRensselaer Polytechnic InstituteE-mail confirmado em ecse.rpi.edu