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Ken Kobayashi

Learning Decision Trees and Forests with Algorithmic Recourse

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Jun 03, 2024
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Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation

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Dec 04, 2023
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SCOPE-RL: A Python Library for Offline Reinforcement Learning and Off-Policy Evaluation

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Dec 04, 2023
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An IPW-based Unbiased Ranking Metric in Two-sided Markets

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Jul 14, 2023
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Counterfactual Explanation with Missing Values

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Apr 28, 2023
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Bézier Flow: a Surface-wise Gradient Descent Method for Multi-objective Optimization

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May 23, 2022
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A Two-phase Framework with a Bézier Simplex-based Interpolation Method for Computationally Expensive Multi-objective Optimization

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Mar 29, 2022
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Approximate Bayesian Computation of Bézier Simplices

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Apr 13, 2021
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Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization

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Dec 22, 2020
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Prediction of hierarchical time series using structured regularization and its application to artificial neural networks

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Jul 30, 2020
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