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Alan Malek

Mind the Graph When Balancing Data for Fairness or Robustness

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Jun 25, 2024
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Additive Causal Bandits with Unknown Graph

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Jun 13, 2023
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Constrained Causal Bayesian Optimization

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May 31, 2023
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Pragmatic Fairness: Developing Policies with Outcome Disparity Control

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Jan 28, 2023
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Prequential MDL for Causal Structure Learning with Neural Networks

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Jul 02, 2021
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Large-Scale Markov Decision Problems via the Linear Programming Dual

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Jan 06, 2019
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Best Arm Identification for Contaminated Bandits

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Oct 19, 2018
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Hit-and-Run for Sampling and Planning in Non-Convex Spaces

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Oct 19, 2016
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Online Isotonic Regression

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Oct 07, 2016
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Linear Programming for Large-Scale Markov Decision Problems

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Feb 27, 2014
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