Alan Malek

33 papers A* 12A 2Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Frontier LLMs Still Struggle with Simple Reasoning Tasks.
CoRR
Alan Malek, Jiawei Ge, Nevena Lazic, Chi Jin, András György, Csaba Szepesvári
2025 A* conf
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch.
ICML
Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco J. R. Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa
2024 J jnl
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch.
CoRR
Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco J. R. Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa
2024 A* conf
Mind the Graph When Balancing Data for Fairness or Robustness.
NeurIPS
Jessica Schrouff, Alexis Bellot, Amal Rannen-Triki, Alan Malek, Isabela Albuquerque, Arthur Gretton, Alexander D'Amour, Silvia Chiappa
2024 J jnl
Mind the Graph When Balancing Data for Fairness or Robustness.
CoRR
Jessica Schrouff, Alexis Bellot, Amal Rannen-Triki, Alan Malek, Isabela Albuquerque, Arthur Gretton, Alexander D'Amour, Silvia Chiappa
2024 — conf
Pragmatic Fairness: Developing Policies with Outcome Disparity Control.
CLeaR
Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva
2023 A* conf
Additive Causal Bandits with Unknown Graph.
ICML
Alan Malek, Virginia Aglietti, Silvia Chiappa
2023 J jnl
Additive Causal Bandits with Unknown Graph.
CoRR
Alan Malek, Virginia Aglietti, Silvia Chiappa
2023 A* conf
Constrained Causal Bayesian Optimization.
ICML
Virginia Aglietti, Alan Malek, Ira Ktena, Silvia Chiappa
2023 J jnl
Constrained Causal Bayesian Optimization.
CoRR
Virginia Aglietti, Alan Malek, Ira Ktena, Silvia Chiappa
2023 J jnl
Pragmatic Fairness: Developing Policies with Outcome Disparity Control.
CoRR
Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva
2023 A* conf
Transportability for Bandits with Data from Different Environments.
NeurIPS
Alexis Bellot, Alan Malek, Silvia Chiappa
2022 A* conf
Anytime-Valid Inference For Multinomial Count Data.
NeurIPS
Michael Lindon, Alan Malek
2021 A* conf
Asymptotically Best Causal Effect Identification with Multi-Armed Bandits.
NeurIPS
Alan Malek, Silvia Chiappa
2021 J jnl
Prequential MDL for Causal Structure Learning with Neural Networks.
CoRR
Jörg Bornschein, Silvia Chiappa, Alan Malek, Nan Rosemary Ke
2019 J jnl
Best Arm Identification for Contaminated Bandits.
J. Mach. Learn. Res.
Jason M. Altschuler, Victor-Emmanuel Brunel, Alan Malek
2019 J jnl
Large-Scale Markov Decision Problems via the Linear Programming Dual.
CoRR
Yasin Abbasi-Yadkori, Peter L. Bartlett, Xi Chen, Alan Malek
2018 J jnl
Best Arm Identification for Contaminated Bandits.
CoRR
Jason M. Altschuler, Victor-Emmanuel Brunel, Alan Malek
2018 A* conf
Best of both worlds: Stochastic & adversarial best-arm identification.
COLT
Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek, Michal Valko
2018 A* conf
Horizon-Independent Minimax Linear Regression.
NeurIPS
Alan Malek, Peter L. Bartlett
2017 — —
Efficient Sequential Decision Making.
Alan Malek
2017 A conf
Hit-and-Run for Sampling and Planning in Non-Convex Spaces.
AISTATS
Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek
2017 — conf
Random Permutation Online Isotonic Regression.
NIPS
Wojciech Kotlowski, Wouter M. Koolen, Alan Malek
2017 A conf
Sequential Multiple Hypothesis Testing with Type I Error Control.
AISTATS
Alan Malek, Sumeet Katariya, Yinlam Chow, Mohammad Ghavamzadeh
2016 J jnl
Hit-and-Run for Sampling and Planning in Non-Convex Spaces.
CoRR
Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek
2016 J jnl
Online Isotonic Regression.
CoRR
Wojciech Kotlowski, Wouter M. Koolen, Alan Malek
2015 A* conf
Large-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing.
ICML
Yasin Abbasi-Yadkori, Peter L. Bartlett, Xi Chen, Alan Malek
2015 A* conf
Minimax Fixed-Design Linear Regression.
COLT
Peter L. Bartlett, Wouter M. Koolen, Alan Malek, Eiji Takimoto, Manfred K. Warmuth
2015 — conf
Minimax Time Series Prediction.
NIPS
Wouter M. Koolen, Alan Malek, Peter L. Bartlett, Yasin Abbasi-Yadkori
2014 — conf
Efficient Minimax Strategies for Square Loss Games.
NIPS
Wouter M. Koolen, Alan Malek, Peter L. Bartlett
2014 A* conf
Linear Programming for Large-Scale Markov Decision Problems.
ICML
Alan Malek, Yasin Abbasi-Yadkori, Peter L. Bartlett
2014 J jnl
Linear Programming for Large-Scale Markov Decision Problems.
CoRR
Yasin Abbasi-Yadkori, Peter L. Bartlett, Alan Malek
2008 — conf
Optimal constellation distortion for PAR reduction in MIMO-OFDM systems.
ACSCC
Moshe Malkin, Hao Zou, Alan Malek, John M. Cioffi, Brian S. Krongold