Search Results for author: David Steinsaltz

Found 2 papers, 2 papers with code

Survival Regression with Proper Scoring Rules and Monotonic Neural Networks

2 code implementations26 Mar 2021 David Rindt, Robert Hu, David Steinsaltz, Dino Sejdinovic

We consider frequently used scoring rules for right-censored survival regression models such as time-dependent concordance, survival-CRPS, integrated Brier score and integrated binomial log-likelihood, and prove that neither of them is a proper scoring rule.

regression

A kernel- and optimal transport- based test of independence between covariates and right-censored lifetimes

1 code implementation10 Jun 2019 David Rindt, Dino Sejdinovic, David Steinsaltz

We propose a nonparametric test of independence, termed optHSIC, between a covariate and a right-censored lifetime.

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