1 code implementation • 19 Nov 2021 • Oscar Key, Arthur Gretton, François-Xavier Briol, Tamara Fernandez
Model misspecification can create significant challenges for the implementation of probabilistic models, and this has led to development of a range of robust methods which directly account for this issue.
no code implementations • ICML 2020 • Tamara Fernandez, Nicolas Rivera, Wenkai Xu, Arthur Gretton
Survival Analysis and Reliability Theory are concerned with the analysis of time-to-event data, in which observations correspond to waiting times until an event of interest such as death from a particular disease or failure of a component in a mechanical system.
1 code implementation • 8 Dec 2019 • Tamara Fernandez, Arthur Gretton, David Rindt, Dino Sejdinovic
We introduce a general non-parametric independence test between right-censored survival times and covariates, which may be multivariate.
no code implementations • 10 Apr 2019 • Tamara Fernandez, Nicolas Rivera
We finalise by performing an empirical evaluation of the proposed methodology and show an application to a real data scenario.