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Willem van den Boom's Projects

autograd icon autograd

Efficiently computes derivatives of numpy code.

bdgraph icon bdgraph

:exclamation: This is a read-only mirror of the CRAN R package repository. BDgraph — Bayesian Structure Learning in Graphical Models using Birth-Death MCMC. Homepage: https://www.uva.nl/profile/a.mohammadi

cbmcmc icon cbmcmc

MCMC Algorithm for Gaussian Graphical Models using Cycle Bases

condi-recur icon condi-recur

Repository with the code used for the paper "Bayesian inference on the number of recurrent events: A joint model of recurrence and survival" by Willem van den Boom, Maria De Iorio and Marta Tallarita

cpmcmc icon cpmcmc

Repository with the code used for the paper "Unbiased approximation of posteriors via coupled particle Markov chain Monte Carlo" by Willem van den Boom, Ajay Jasra, Maria De Iorio, Alexandros Beskos and Johan G. Eriksson

graph-sphere icon graph-sphere

Repository with code used for the paper "Graph Sphere: From Nodes to Supernodes in Graphical Models" by Willem van den Boom, Maria De Iorio, Alexandros Beskos and Ajay Jasra

graph-substructures icon graph-substructures

Repository with the code used for the paper "Bayesian Learning of Graph Substructures" by Willem van den Boom, Maria De Iorio and Alexandros Beskos

irga icon irga

R code for integrated rotated Gaussian approximation

mvb-detector icon mvb-detector

Repository with the code used for the paper "The Multivariate Bernoulli detector: Change point estimation in discrete survival analysis" by Willem van den Boom, Maria De Iorio, Fang Qian and Alessandra Guglielmi

wwa icon wwa

Repository with the code used for the paper "The G-Wishart Weighted Proposal Algorithm: Efficient Posterior Computation for Gaussian Graphical Models" by Willem van den Boom, Alexandros Beskos and Maria De Iorio

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