312 citations · 649 across the 29 of their papers we have counts for
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cs.LG2021
Variational Auto-Encoder Architectures that Excel at Causal Inference
Negar Hassanpour, Russell Greiner
Estimating causal effects from observational data (at either an individual -- or a population -- level) is critical for making many types of decisions. One approach to address this…
cs.LG2021
SIMLR: Machine Learning inside the SIR model for COVID-19 Forecasting
Roberto Vega, Leonardo Flores, Russell Greiner
Accurate forecasts of the number of newly infected people during an epidemic are critical for making effective timely decisions. This paper addresses this challenge using the SIMLR…