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ORCIDSilvia Chiappa
- > Home > Persons > Silvia Chiappa
Publications
- 2024
[c25]Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva:
Pragmatic Fairness: Developing Policies with Outcome Disparity Control. CLeaR 2024: 243-264- [c23]Jessica Schrouff, Alexis Bellot, Amal Rannen-Triki, Alan Malek, Isabela Albuquerque, Arthur Gretton, Alexander D'Amour, Silvia Chiappa:
Mind the Graph When Balancing Data for Fairness or Robustness. NeurIPS 2024 - [i23]Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco J. R. Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa:
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch. CoRR abs/2406.04824 (2024) - [i22]Jessica Schrouff, Alexis Bellot, Amal Rannen-Triki, Alan Malek, Isabela Albuquerque, Arthur Gretton, Alexander D'Amour, Silvia Chiappa:
Mind the Graph When Balancing Data for Fairness or Robustness. CoRR abs/2406.17433 (2024) - 2023
- [c21]Virginia Aglietti, Alan Malek, Ira Ktena, Silvia Chiappa:
Constrained Causal Bayesian Optimization. ICML 2023: 304-321 - [c20]Alan Malek, Virginia Aglietti, Silvia Chiappa:
Additive Causal Bandits with Unknown Graph. ICML 2023: 23574-23589 - [c19]Alexis Bellot, Alan Malek, Silvia Chiappa:
Transportability for Bandits with Data from Different Environments. NeurIPS 2023 - [i20]Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva:
Pragmatic Fairness: Developing Policies with Outcome Disparity Control. CoRR abs/2301.12278 (2023) - [i18]Virginia Aglietti, Alan Malek, Ira Ktena, Silvia Chiappa:
Constrained Causal Bayesian Optimization. CoRR abs/2305.20011 (2023) - [i16]Alan Malek, Virginia Aglietti, Silvia Chiappa:
Additive Causal Bandits with Unknown Graph. CoRR abs/2306.07858 (2023) - 2021
- [c15]Alan Malek, Silvia Chiappa:
Asymptotically Best Causal Effect Identification with Multi-Armed Bandits. NeurIPS 2021: 21960-21971 - [i11]Jörg Bornschein, Silvia Chiappa, Alan Malek, Nan Rosemary Ke:
Prequential MDL for Causal Structure Learning with Neural Networks. CoRR abs/2107.05481 (2021)
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