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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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Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness

Oct 12, 2020
Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K Patro, Manish Raghavan, Ana-Andreea Stoica, Stratis Tsirtsis

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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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