168 citations · 197 across the 6 of their papers we have counts for
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econ.GN2021
An AI-assisted Economic Model of Endogenous Mobility and Infectious Diseases: The Case of COVID-19 in the United States
Lin William Cong, Ke Tang, Bing Wang +1
We build a deep-learning-based SEIR-AIM model integrating the classical Susceptible-Exposed-Infectious-Removed epidemiology model with forecast modules of infection, community mobi…
cs.LG2021★ 25 cited
Deep Sequence Modeling: Development and Applications in Asset Pricing
Lin William Cong, Ke Tang, Jingyuan Wang +1
We predict asset returns and measure risk premia using a prominent technique from artificial intelligence -- deep sequence modeling. Because asset returns often exhibit sequential…