Beyond Consistency: Inference for the Relative risk functional in Deep Nonparametric Cox Models

Sattwik Ghosal, Xuran Meng, Yi Li

There remain theoretical gaps in deep neural network estimators for the nonparametric Cox proportional hazards model. In particular, it is unclear how gradient-based optimization e…