16 citations · 16 across the 2 of their papers we have counts for
Showing stat.MLShow all
3 papers · 1 filter
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-…
stat.ML2023
A General Framework for Visualizing Embedding Spaces of Neural Survival Analysis Models Based on Angular Information
George H. Chen
We propose a general framework for visualizing any intermediate embedding representation used by any neural survival analysis model. Our framework is based on so-called anchor dire…