rgiordan
I'm an assistant professor of statistics at UC Berkeley. I have worked at Google and in the US Peace Corps.
UC BerkeleyBerkeley, CA
Pinned Repositories
AISTATS2019SwissArmyIJ
A public repository for our paper, A Swiss Army Infinitesimal Jackknife
CelesteDev.jl
CovariancesRobustnessVBPaper
LinearResponseVariationalBayes.jl
Julia tools for building simple variational Bayes models with JuMP
LinearResponseVariationalBayes.py
LinearResponseVariationalBayesNIPS2015
Code and text for our NIPS 2015 paper on linear response variational Bayes
paragami
"Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.
StanSensitivity
Tools for automatically generating local sensitivity measures in Stan.
vittles
"Variational inference tools to leverage estimator sensitivity."
zaminfluence
Tools in R for computing and using Z-estimator approximate influence functions.
rgiordan's Repositories
rgiordan/zaminfluence
Tools in R for computing and using Z-estimator approximate influence functions.
rgiordan/StanSensitivity
Tools for automatically generating local sensitivity measures in Stan.
rgiordan/vittles
"Variational inference tools to leverage estimator sensitivity."
rgiordan/paragami
"Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.
rgiordan/CovariancesRobustnessVBPaper
rgiordan/AISTATS2019SwissArmyIJ
A public repository for our paper, A Swiss Army Infinitesimal Jackknife
rgiordan/LinearResponseVariationalBayes.py
rgiordan/LRVBUtils
Utilities for doing linear response variational Bayes in R
rgiordan/MicrocreditLRVB
rgiordan/AMIPPaper
rgiordan/BIGR
rgiordan/BNPStickBreakingSensitivity
This repo reproduces the results in our paper "Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics"
rgiordan/BSplinesProjectedGPs
rgiordan/DADVIPaper
Code to reproduce our DADVI paper
rgiordan/DESeq2
Differential gene expression analysis based on the negative binomial distribution
rgiordan/EmpiricalBayes
rgiordan/glmGamPoi
Fit Gamma-Poisson Generalized Linear Models Reliably
rgiordan/LRVBLogitGLMM
rgiordan/mrpaw
Mister P approximate weights
rgiordan/MRPCaseStudy
An introduction to Multilevel Modeling and Poststratification (MRP) and some of its extensions.
rgiordan/mtgp_panel
rgiordan/Optim.jl
Optimization functions for Julia
rgiordan/Presentations
rgiordan/PumpFailureLRVB
rgiordan/stan-survival-shrinkage
Bayesian linear survival analysis with shrinkage priors in Stan
rgiordan/stat151a-spring-2024
rgiordan/stat151a-spring-2024-myst
rgiordan/us-potus-model
Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.
rgiordan/Variational_BNP_robustness
rgiordan/yosemite