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Silvia Chiappa

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Additive Causal Bandits with Unknown Graph

Jun 13, 2023
Alan Malek, Virginia Aglietti, Silvia Chiappa

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Functional Causal Bayesian Optimization

Jun 10, 2023
Limor Gultchin, Virginia Aglietti, Alexis Bellot, Silvia Chiappa

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Constrained Causal Bayesian Optimization

May 31, 2023
Virginia Aglietti, Alan Malek, Ira Ktena, Silvia Chiappa

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DiscoGen: Learning to Discover Gene Regulatory Networks

Apr 12, 2023
Nan Rosemary Ke, Sara-Jane Dunn, Jorg Bornschein, Silvia Chiappa, Melanie Rey, Jean-Baptiste Lespiau, Albin Cassirer, Jane Wang, Theophane Weber, David Barrett, Matthew Botvinick, Anirudh Goyal, Mike Mozer, Danilo Rezende

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Pragmatic Fairness: Developing Policies with Outcome Disparity Control

Jan 28, 2023
Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva

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Learning to Induce Causal Structure

Apr 11, 2022
Nan Rosemary Ke, Silvia Chiappa, Jane Wang, Jorg Bornschein, Theophane Weber, Anirudh Goyal, Matthew Botvinic, Michael Mozer, Danilo Jimenez Rezende

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Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness

Feb 23, 2022
Carolyn Ashurst, Ryan Carey, Silvia Chiappa, Tom Everitt

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Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?

Feb 02, 2022
Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alex Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine Heller, Silvia Chiappa, Alexander D'Amour

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Statistical discrimination in learning agents

Oct 21, 2021
Edgar A. Duéñez-Guzmán, Kevin R. McKee, Yiran Mao, Ben Coppin, Silvia Chiappa, Alexander Sasha Vezhnevets, Michiel A. Bakker, Yoram Bachrach, Suzanne Sadedin, William Isaac, Karl Tuyls, Joel Z. Leibo

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Prequential MDL for Causal Structure Learning with Neural Networks

Jul 02, 2021
Jorg Bornschein, Silvia Chiappa, Alan Malek, Rosemary Nan Ke

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