charlesm93

amortized_vi

experiments on amortized VI

AVI-when-and-why

Code to reproduce experiments in paper: "Amortized Variational Inference: When and Why?"

disease_transmission_workflow

Supplementary code for paper "Bayesian workflow for disease transmission model".

example-models

Example models for Stan

laplace_manuscript

Computer code used for the paper on HMC and the embedded Laplace approximation.

nested-rhat

Supplemental code for the paper on Nested $\widehat R$

ode-tuning

Experiment on switching ODE integrator between warmup phases of HMC sampling.

potts_simulation

Code for the paper "Simulating Ising and Potts models at critical and cold temperatures using auxiliary Gaussian variables."

StanCon2020

Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"

stanTutorial

Files for StanCon 2023 tutorial.

charlesm93/disease_transmission_workflow

Supplementary code for paper "Bayesian workflow for disease transmission model".

charlesm93/StanCon2020

Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"

charlesm93/stanTutorial

Files for StanCon 2023 tutorial.

charlesm93/laplace_manuscript

Computer code used for the paper on HMC and the embedded Laplace approximation.

charlesm93/example-models

Example models for Stan

charlesm93/amortized_vi

experiments on amortized VI

charlesm93/nested-rhat

Supplemental code for the paper on Nested $\widehat R$

charlesm93/potts_simulation

Code for the paper "Simulating Ising and Potts models at critical and cold temperatures using auxiliary Gaussian variables."

charlesm93/AVI-when-and-why

Code to reproduce experiments in paper: "Amortized Variational Inference: When and Why?"

charlesm93/ode-tuning

Experiment on switching ODE integrator between warmup phases of HMC sampling.

charlesm93/presentations

Slides and notes I can share publicly.

charlesm93/variance-delinkage

Code to reproduce the figures in paper on the Shrinkage-Delinkage trade-off.

charlesm93/VI-ordering

Code to reproduce figures and results in paper: "An Ordering of divergences for variational inference with a factorized Gaussian approximation".

charlesm93/charlesm93.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

charlesm93/epiphanyrepository

charlesm93/GSM-VI

Code for Gaussian Score Matching Variational Inference

charlesm93/math

Stan Math Library

charlesm93/MixedSolver

Annex code for mixed solver paper.

charlesm93/ML_for_ocean_pCO2_interpolation

Strengths and weaknesses of three Machine Learning methods for pCO2 interpolation

charlesm93/stan

Stan development repository (home page is linked below). The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.