Berkeley, CA

Ryan Giordano

Expert
@rgiordan

I'm an assistant professor of statistics at UC Berkeley. I have worked at Google and in the US Peace Corps.

zaminfluence. Tools in R for computing and using Z-estimator approximate influence functions.

103

StanSensitivity. Tools for automatically generating local sensitivity measures in Stan.

38

LinearResponseVariationalBayesNIPS2015. Code and text for our NIPS 2015 paper on linear response variational Bayes

21

vittles. "Variational inference tools to leverage estimator sensitivity."

15

paragami. "Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.

14

CovariancesRobustnessVBPaper. R

12

AISTATS2019SwissArmyIJ. A public repository for our paper, A Swiss Army Infinitesimal Jackknife

6

LinearResponseVariationalBayes.py. Python

6

DADVIPaper. Code to reproduce our DADVI paper

2

CelesteDev.jl. Julia

2

LRVBUtils. Utilities for doing linear response variational Bayes in R

2

AMIPPaper. TeX

2

MicrocreditLRVB. C++

1

LinearResponseVariationalBayes.jl. Julia tools for building simple variational Bayes models with JuMP

1
14
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