Adobe Media and Data Science Research (MDSR) Laboratory
Adobe Media and Data Science Research (MDSR) Laboratory
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Automatic Essay Scoring Systems are Both Overstable and Oversensitive: Explaining Why and Proposing Defenses
Deep-learning based Automatic Essay Scoring (AES) systems are being actively used in various high-stake applications in education and …
Yaman Kumar Singla
,
Swapnil Parekh
,
Somesh Singh
,
Junyi Jessy Li
,
Rajiv Ratn Shah
,
Changyou Chen
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Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study
Objective To estimate population health outcomes with delayed second dose versus standard schedule of SARS-CoV-2 mRNA vaccination. …
Ayush Chopra
,
Esma S Gel
,
Jayakumar Subramanian
,
Balaji Krishnamurthy
,
Santiago Romero-Brufau
,
Kalyan S. Pasupathy
,
Thomas C. Kingsley
,
Ramesh Raskar Published at the BMJ
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Robustness and Sample Complexity of Model-Based MARL for General Sum Markov Games
Multi-agent reinforcement learning (MARL) is often modeled using the framework of Markov games (also called stochastic games or dynamic …
Jayakumar Subramanian
,
Amit Sinha
,
Aditya Mahajan
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