Ryan Giordano

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Variational Bayes

Top Venues

J. Mach. Learn. Res.

Publications

Ryan Giordano, Martin Ingram, Tamara Broderick
Black Box Variational Inference with a Deterministic Objective: Faster, More Accurate, and Even More Black Box. CoRR (2023)
Renato Berlinghieri, Brian L. Trippe, David R. Burt, Ryan Giordano, Kaushik Srinivasan, Tamay M. Özgökmen, Junfei Xia, Tamara Broderick
Gaussian processes at the Helm(holtz): A more fluid model for ocean currents. CoRR (2023)
Ryan Giordano, William T. Stephenson, Runjing Liu, Michael I. Jordan, Tamara Broderick
A Swiss Army Infinitesimal Jackknife. AISTATS (2019)
Ryan Giordano, Michael I. Jordan, Tamara Broderick
A Higher-Order Swiss Army Infinitesimal Jackknife. CoRR (2019)
Jeffrey Regier, Keno Fischer, Kiran Pamnany, Andreas Noack, Jarrett Revels, Maximilian Lam, Steve Howard, Ryan Giordano, David Schlegel, Jon McAuliffe, Rollin C. Thomas, Prabhat
Cataloging the visible universe through Bayesian inference in Julia at petascale. J. Parallel Distributed Comput. 127 (2019)
Jeffrey Regier, Kiran Pamnany, Keno Fischer, Andreas Noack, Maximilian Lam, Jarrett Revels, Steve Howard, Ryan Giordano, David Schlegel, Jon McAuliffe, Rollin C. Thomas, Prabhat
Cataloging the Visible Universe through Bayesian Inference at Petascale. CoRR (2018)
Ryan Giordano, Tamara Broderick, Michael I. Jordan
Covariances, Robustness, and Variational Bayes. J. Mach. Learn. Res. 19 (2018)
Jeffrey Regier, Kiran Pamnany, Keno Fischer, Andreas Noack, Maximilian Lam, Jarrett Revels, Steve Howard, Ryan Giordano, David Schlegel, Jon McAuliffe, Rollin C. Thomas, Prabhat
Cataloging the Visible Universe Through Bayesian Inference at Petascale. IPDPS (2018)
Jeffrey Regier, Kiran Pamnany, Ryan Giordano, Rollin C. Thomas, David Schlegel, Jon McAuliffe, Prabhat
Learning an Astronomical Catalog of the Visible Universe through Scalable Bayesian Inference. CoRR (2016)
Ryan Giordano, Tamara Broderick, Michael I. Jordan
Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes. NIPS (2015)
Ryan Giordano, Tamara Broderick
Covariance Matrices for Mean Field Variational Bayes. CoRR (2014)