3 papers
cs.FL2025
Reasoning about Rare-Event Reachability in Stochastic Vector Addition Systems via Affine Vector Spaces
Joshua Jeppson, Landon Taylor, Bingqing Hu +1
Rare events in Stochastic Vector Addition System (VAS) are of significant interest because, while extremely unlikely, they may represent undesirable behavior that can have adverse…
stat.ME2025
Nonparametric Estimation of Conditional Survival Function with Time-Varying Covariates Using DeepONet
Bingqing Hu, Bin Nan
Traditional survival models often rely on restrictive assumptions such as proportional hazards or instantaneous effects of time-varying covariates on the hazard function, which lim…
stat.ME2022
Conditional Distribution Function Estimation Using Neural Networks for Censored and Uncensored Data
Bingqing Hu, Bin Nan
Most work in neural networks focuses on estimating the conditional mean of a continuous response variable given a set of covariates.In this article, we consider estimating the cond…