3 citations · 3 across the 3 of their papers we have counts for
4 papers
A Multivariate Polya Tree Model for Meta-Analysis with Event Time Distributions
Giovanni Poli, Elena Fountzilas, Apostolia-Maria Tsimeridou +1
We develop a non-parametric Bayesian prior for a family of random probability measures by extending the Polya tree () prior to a joint prior for a set of probability measures $…
A Comparative Tutorial of Bayesian Sequential Design and Reinforcement Learning
Mauricio Tec, Yunshan Duan, Peter Müller
Reinforcement Learning (RL) is a computational approach to reward-driven learning in sequential decision problems. It implements the discovery of optimal actions by learning from a…
A Nonparametric Bayesian Basket Trial Design
Yanxun Xu, Peter Mueller, Apostolia M Tsimberidou +1
Targeted therapies on the basis of genomic aberrations analysis of the tumor have shown promising results in cancer prognosis and treatment. Regardless of tumor type, trials that m…
Reciprocal Graphical Models for Integrative Gene Regulatory Network Analysis
Yang Ni, Yuan Ji, Peter Mueller
Constructing gene regulatory networks is a fundamental task in systems biology. We introduce a Gaussian reciprocal graphical model for inference about gene regulatory relationships…