Sara Magliacane

Publications

Learning to Defer for Causal Discovery with Imperfect Experts. Oscar Clivio, Divyat Mahajan, Perouz Taslakian, Sara Magliacane, Ioannis Mitliagkas, Valentina Zantedeschi, Alexandre Drouin. At Workshop at the International Conference of Learning Representation (ICLR), 2025.

A Sparsity Principle for Partially Observable Causal Representation Learning. Danru Xu, Dingling Yao, Sébastien Lachapelle, Perouz Taslakian, Sara Magliacane, Francesco Locatello, Julius von Kügelgen. At International Conference on Machine Learning (ICML), 2024.

PDF Citation Code

Multi-View Causal Representation Learning with Partial Observability. Dingling Yao, Danru Xu, Perouz Taslakian, Sébastien Lachapelle, Sara Magliacane, Julius von Kügelgen, Francesco Locatello. At International Conference of Learning Representations (ICLR), 2024.

PDF Citation Code

A Sparsity Principle for Partially Observable Causal. Danru Xu, Dingling Yao, Perouz Taslakian, Sébastien Lachapelle, Julius von Kügelgen, Francesco Locatello, Sara Magliacane. At Workshop at the Neural Information Processing Systems (NeurIPS), 2023.

Multi-View Causal Representation Learning with Partial Observability. Dingling Yao, Danru Xu, Perouz Taslakian, Sébastien Lachapelle, Sara Magliacane, Julius von Kügelgen, Francesco Locatello. At Workshop at the Neural Information Processing Systems (NeurIPS), 2023.