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20162020
most citedPersonalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans and Bayesian Inference

181 citations · 188 across the 4 of their papers we have counts for

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Showing 2016Show all

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stat.AP2016

Hierarchical Stochastic Model in Bayesian Inference: Theoretical Implications and Efficient Approximation

Stephen Wu, Panagiotis Angelikopoulos, James L. Beck +1

We classify two types of Hierarchical Bayesian Model found in the literature as Hierarchical Prior Model (HPM) and Hierarchical Stochastic Model (HSM). Then, we focus on studying t…

stat.CO2016

Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics

Georgios Arampatzis, Daniel Wälchli, Panagiotis Angelikopoulos +3

We propose an algorithm for the efficient and robust sampling of the posterior probability distribution in Bayesian inference problems. The algorithm combines the local search capa…