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Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI

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Jun 22, 2022
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Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines

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Jun 08, 2022
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A Joint Learning Approach for Semi-supervised Neural Topic Modeling

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Apr 07, 2022
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Wide Mean-Field Bayesian Neural Networks Ignore the Data

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Feb 23, 2022
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Generalizing Off-Policy Evaluation From a Causal Perspective For Sequential Decision-Making

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Jan 20, 2022
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Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation

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Nov 28, 2021
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On Learning Prediction-Focused Mixtures

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Oct 27, 2021
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Learning Predictive and Interpretable Timeseries Summaries from ICU Data

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Sep 22, 2021
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Comparison and Unification of Three Regularization Methods in Batch Reinforcement Learning

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Sep 16, 2021
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Pre-emptive learning-to-defer for sequential medical decision-making under uncertainty

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Sep 13, 2021
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