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Policy Learning and Evaluation with Randomized Quasi-Monte Carlo


Feb 21, 2022
Sebastien M. R. Arnold, Pierre L'Ecuyer, Liyu Chen, Yi-fan Chen, Fei Sha

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* AISTATS 2022 camera ready; more info at: http://seba1511.net/projects/qrl/ 

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HyperPINN: Learning parameterized differential equations with physics-informed hypernetworks


Oct 28, 2021
Filipe de Avila Belbute-Peres, Yi-fan Chen, Fei Sha

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End-to-End Jet Classification of Boosted Top Quarks with the CMS Open Data


Apr 19, 2021
Michael Andrews, Bjorn Burkle, Yi-fan Chen, Davide DiCroce, Sergei Gleyzer, Ulrich Heintz, Meenakshi Narain, Manfred Paulini, Nikolas Pervan, Yusef Shafi, Wei Sun, Kun Yang

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* 14 pages, 5 figures, 7 tables; v1: unpublished 

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Simulation Pipeline for Traffic Evacuation in Urban Areas and Emergency Traffic Management Policy Improvements


Feb 14, 2020
Yu Chen, S. Yusef Shafi, Yi-fan Chen

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* 37 pages, 9 figures 

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