33 citations · 34 across the 2 of their papers we have counts for
3 papers
math.ST2022★ 3 cited
A general framework for the analysis of kernel-based tests
Tamara Fernández, Nicolás Rivera
Kernel-based tests provide a simple yet effective framework that use the theory of reproducing kernel Hilbert spaces to design non-parametric testing procedures. In this paper we p…
math.ST2016★ 1 cited
Posterior Consistency for a Non-parametric Survival Model under a Gaussian Process Prior
Tamara Fernández, Yee Whye Teh
In this paper, we prove almost surely consistency of a Survival Analysis model, which puts a Gaussian process, mapped to the unit interval, as a prior on the so-called hazard funct…
stat.ML2016★ 33 cited
Gaussian Processes for Survival Analysis
Tamara Fernández, Nicolás Rivera, Yee Whye Teh
We introduce a semi-parametric Bayesian model for survival analysis. The model is centred on a parametric baseline hazard, and uses a Gaussian process to model variations away from…