Alan Malek

According to our database, Alan Malek authored at least 22 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Pragmatic Fairness: Developing Policies with Outcome Disparity Control.

Limor Gultchin, Siyuan Guo, Alan Malek, Silvia Chiappa, Ricardo Silva

CoRR, 2023

Transportability for Bandits with Data from Different Environments.

Alexis Bellot, Alan Malek, Silvia Chiappa

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Additive Causal Bandits with Unknown Graph.

Alan Malek, Virginia Aglietti, Silvia Chiappa

Proceedings of the International Conference on Machine Learning, 2023

Constrained Causal Bayesian Optimization.

Virginia Aglietti, Alan Malek, Ira Ktena, Silvia Chiappa

Proceedings of the International Conference on Machine Learning, 2023

2022

Anytime-Valid Inference For Multinomial Count Data.

Michael Lindon, Alan Malek

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Prequential MDL for Causal Structure Learning with Neural Networks.

Jörg Bornschein, Silvia Chiappa, Alan Malek, Nan Rosemary Ke

CoRR, 2021

Asymptotically Best Causal Effect Identification with Multi-Armed Bandits.

Alan Malek, Silvia Chiappa

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Best Arm Identification for Contaminated Bandits.

Jason M. Altschuler, Victor-Emmanuel Brunel, Alan Malek

J. Mach. Learn. Res., 2019

Large-Scale Markov Decision Problems via the Linear Programming Dual.

Yasin Abbasi-Yadkori, Peter L. Bartlett, Xi Chen, Alan Malek

CoRR, 2019

2018

Horizon-Independent Minimax Linear Regression.

Alan Malek, Peter L. Bartlett

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Best of both worlds: Stochastic & adversarial best-arm identification.

Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek, Michal Valko

Proceedings of the Conference On Learning Theory, 2018

2017

Efficient Sequential Decision Making.

Alan Malek

PhD thesis, 2017

Random Permutation Online Isotonic Regression.

Wojciech Kotlowski, Wouter M. Koolen, Alan Malek

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Sequential Multiple Hypothesis Testing with Type I Error Control.

Alan Malek, Sumeet Katariya, Yinlam Chow, Mohammad Ghavamzadeh

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

Hit-and-Run for Sampling and Planning in Non-Convex Spaces.

Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Online Isotonic Regression.

Wojciech Kotlowski, Wouter M. Koolen, Alan Malek

CoRR, 2016

2015

Minimax Time Series Prediction.

Wouter M. Koolen, Alan Malek, Peter L. Bartlett, Yasin Abbasi-Yadkori

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Large-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing.

Yasin Abbasi-Yadkori, Peter L. Bartlett, Xi Chen, Alan Malek

Proceedings of the 32nd International Conference on Machine Learning, 2015

Minimax Fixed-Design Linear Regression.

Peter L. Bartlett, Wouter M. Koolen, Alan Malek, Eiji Takimoto, Manfred K. Warmuth

Proceedings of The 28th Conference on Learning Theory, 2015

2014

Efficient Minimax Strategies for Square Loss Games.

Wouter M. Koolen, Alan Malek, Peter L. Bartlett

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Linear Programming for Large-Scale Markov Decision Problems.

Alan Malek, Yasin Abbasi-Yadkori, Peter L. Bartlett

Proceedings of the 31th International Conference on Machine Learning, 2014

2008

Optimal constellation distortion for PAR reduction in MIMO-OFDM systems.

Moshe Malkin, Hao Zou, Alan Malek, John M. Cioffi, Brian S. Krongold

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008