Malek, Alan

19 publications

ICML 2025 FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa

NeurIPS 2024 Mind the Graph When Balancing Data for Fairness or Robustness Jessica Schrouff, Alexis Bellot, Amal Rannen-Triki, Alan Malek, Isabela Albuquerque, Arthur Gretton, Alexander D'Amour, Silvia Chiappa

CLeaR 2024 Pragmatic Fairness: Developing Policies with Outcome Disparity Control Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva

ICML 2023 Additive Causal Bandits with Unknown Graph Alan Malek, Virginia Aglietti, Silvia Chiappa

ICML 2023 Constrained Causal Bayesian Optimization Virginia Aglietti, Alan Malek, Ira Ktena, Silvia Chiappa

NeurIPS 2023 Transportability for Bandits with Data from Different Environments Alexis Bellot, Alan Malek, Silvia Chiappa

NeurIPS 2022 Anytime-Valid Inference for Multinomial Count Data Michael Lindon, Alan Malek

NeurIPS 2021 Asymptotically Best Causal Effect Identification with Multi-Armed Bandits Alan Malek, Silvia Chiappa

JMLR 2019 Best Arm Identification for Contaminated Bandits Jason Altschuler, Victor-Emmanuel Brunel, Alan Malek

COLT 2018 Best of Both Worlds: Stochastic & Adversarial Best-Arm Identification Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek, Michal Valko

NeurIPS 2018 Horizon-Independent Minimax Linear Regression Alan Malek, Peter L Bartlett

AISTATS 2017 Hit-and-Run for Sampling and Planning in Non-Convex Spaces Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek

NeurIPS 2017 Random Permutation Online Isotonic Regression Wojciech Kotlowski, Wouter M. Koolen, Alan Malek

AISTATS 2017 Sequential Multiple Hypothesis Testing with Type I Error Control Alan Malek, Sumeet Katariya, Yinlam Chow, Mohammad Ghavamzadeh

ICML 2015 Large-Scale Markov Decision Problems with KL Control Cost and Its Application to Crowdsourcing Yasin Abbasi-Yadkori, Peter Bartlett, Xi Chen, Alan Malek

COLT 2015 Minimax Fixed-Design Linear Regression Peter L. Bartlett, Wouter M. Koolen, Alan Malek, Eiji Takimoto, Manfred K. Warmuth

NeurIPS 2015 Minimax Time Series Prediction Wouter M. Koolen, Alan Malek, Peter L Bartlett, Yasin Abbasi Yadkori

NeurIPS 2014 Efficient Minimax Strategies for Square Loss Games Wouter M. Koolen, Alan Malek, Peter L Bartlett

ICML 2014 Linear Programming for Large-Scale Markov Decision Problems Alan Malek, Yasin Abbasi-Yadkori, Peter Bartlett