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07/06/2022
Robust Counterfactual Explanations for Tree-Based Ensembles
Counterfactual explanations inform ways to achieve a desired outcome fro...
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05/15/2022
Reductive MDPs: A Perspective Beyond Temporal Horizons
Solving general Markov decision processes (MDPs) is a computationally ha...
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03/14/2022
Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction
We consider a novel queuing problem where the decision-maker must choose...
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10/30/2021
A Survey on the Robustness of Feature Importance and Counterfactual Explanations
There exist several methods that aim to address the crucial task of unde...
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10/27/2021
Counterfactual Shapley Additive Explanations
Feature attributions are a common paradigm for model explanations due to...
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06/29/2021