2 papers
stat.ML2026
Flexible Deep Neural Networks for Partially Linear Survival Data: Estimation and Survival Inference
Asaf Ben Arie, Malka Gorfine
We propose a flexible deep neural network (DNN) framework for modeling survival data within a partially linear regression structure. The approach preserves interpretability through…
stat.ML2024
Confidence Intervals and Simultaneous Confidence Bands Based on Deep Learning
Asaf Ben Arie, Malka Gorfine
Deep learning models have significantly improved prediction accuracy in various fields, gaining recognition across numerous disciplines. Yet, an aspect of deep learning that remain…