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Reinforcement Learning Under Algorithmic Triage


Sep 23, 2021
Eleni Straitouri, Adish Singla, Vahid Balazadeh Meresht, Manuel Gomez-Rodriguez


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Counterfactual Explanations in Sequential Decision Making Under Uncertainty


Jul 06, 2021
Stratis Tsirtsis, Abir De, Manuel Gomez-Rodriguez

* To appear at the ICML 2021 workshop on Interpretable Machine Learning in Healthcare 

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Group Testing under Superspreading Dynamics


Jun 30, 2021
Stratis Tsirtsis, Abir De, Lars Lorch, Manuel Gomez-Rodriguez


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Differentiable Learning Under Triage


Mar 16, 2021
Nastaran Okati, Abir De, Manuel Gomez-Rodriguez


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Large-scale randomized experiment reveals machine learning helps people learn and remember more effectively


Oct 09, 2020
Utkarsh Upadhyay, Graham Lancashire, Christoph Moser, Manuel Gomez-Rodriguez


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Classification Under Human Assistance


Jun 21, 2020
Abir De, Nastaran Okati, Ali Zarezade, Manuel Gomez-Rodriguez


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A Spatiotemporal Epidemic Model to Quantify the Effects of Contact Tracing, Testing, and Containment


Apr 24, 2020
Lars Lorch, William Trouleau, Stratis Tsirtsis, Aron Szanto, Bernhard Schölkopf, Manuel Gomez-Rodriguez

* Refined model; includes effective reproduction number; includes narrowcasting; more citations; minor changes/fixes 

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Decisions, Counterfactual Explanations and Strategic Behavior


Feb 11, 2020
Stratis Tsirtsis, Manuel Gomez-Rodriguez


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Learning to Switch Between Machines and Humans


Feb 11, 2020
Vahid Balazadeh Meresht, Abir De, Adish Singla, Manuel Gomez-Rodriguez


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