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Sara Magliacane
ServiceNow Research
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.
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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.
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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.
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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.
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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.
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