1 citations · 2 across the 3 of their papers we have counts for
3 papers
stat.ME2025
Time Series Treatment Effects Analysis with Always-Missing Controls
Juan Shu, Qiyu Han, George Chen +8
Estimating treatment effects in time series data presents a significant challenge, especially when the control group is always unobservable. For example, in analyzing the effects o…
stat.ML2024★ 1 cited
An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes
George H. Chen
Many applications involve reasoning about time durations before a critical event happens--also called time-to-event outcomes. When will a customer cancel a subscription, a coma pat…
stat.ML2024★ 1 cited
Fairness in Survival Analysis with Distributionally Robust Optimization
Shu Hu, George H. Chen
We propose a general approach for encouraging fairness in survival analysis models based on minimizing a worst-case error across all subpopulations that occur with at least a user-…