2 papers
math.ST2024
Probably approximately correct high-dimensional causal effect estimation given a valid adjustment set
Davin Choo, Chandler Squires, Arnab Bhattacharyya +1
Accurate estimates of causal effects play a key role in decision-making across applications such as healthcare, economics, and operations. In the absence of randomized experiments,…
cs.SI2021
Pulse of the Pandemic: Iterative Topic Filtering for Clinical Information Extraction from Social Media
Julia Wu, Venkatesh Sivaraman, Dheekshita Kumar +2
The rapid evolution of the COVID-19 pandemic has underscored the need to quickly disseminate the latest clinical knowledge during a public-health emergency. One surprisingly effect…