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 | 16 | 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 |
Score-based Causal Representation Learning from Interventions: Nonparametric Identifiability B Varici, E Acartürk, K Shanmugam, A Tajer Causal Representation Learning Workshop at NeurIPS 2023, 2023 | 4 | 2023 |
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 |
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 | | |