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Juan L. Gamella
Juan L. Gamella
Verified email at stat.math.ethz.ch
Title
Cited by
Cited by
Year
Active invariant causal prediction: Experiment selection through stability
JL Gamella, C Heinze-Deml
Advances in Neural Information Processing Systems (NeurIPS) 34, 2020, 2020
462020
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
A Wehenkel*, JL Gamella*, O Sener, J Behrmann, G Sapiro, M Cuturi, ...
arXiv preprint arXiv:2405.08719, 2024
82024
Learning and scoring Gaussian latent variable causal models with unknown additive interventions
A Taeb, JL Gamella, C Heinze-Deml, P Bühlmann
Journal of Machine Learning Research 25 (293), 1--68, 2024
8*2024
Characterization and greedy learning of Gaussian structural causal models under unknown interventions
JL Gamella, A Taeb, C Heinze-Deml, P Bühlmann
arXiv preprint arXiv:2211.14897, 2022
72022
Causal chambers as a real-world physical testbed for AI methodology
JL Gamella, J Peters, P Bühlmann
Nature Machine Intelligence, 1-12, 2025
4*2025
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Articles 1–5