T-SCI: A Two-Stage Conformal Inference
Algorithm with Guaranteed Coverage for Cox-MLP
Jiaye Teng * 1 Zeren Tan * 1 Yang Yuan 1 2
Abstract
It is challenging to deal with censored data, where
we only have access to the incomplete information
of survival time instead of its exact value. Fortu-
nately, under linear predictor assumption, people
can obtain guaranteed coverage for the confidence
band of survival time using methods like Co ...
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