2 papers
cs.LG2026
Surv-IPTB: An Attention-Based Model for Estimating Individual Probability of Treatment Benefit with Survival Data
Lev V. Utkin, Stanislav K. Kogan, Andrei V. Konstantinov
This work presents a novel attention-based framework for estimating the Individual Probability of Treatment Benefit (IPTB) in survival analysis contexts. The proposed model, called…
cs.LG2026
TabSurv: Adapting Modern Tabular Neural Networks to Survival Analysis
Stanislav Kirpichenko, Andrei Konstantinov, Lev Utkin
Survival analysis on tabular data is a well-studied problem. However, existing deep learning methods are often highly task-specific, which can limit the transfer of new approaches…