Jon McAuliffe

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 7

Top Topics

Bayesian Inference

Hyperparameters

Posterior Distribution

Top Venues

Publications

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)
Runjing Liu, Jeffrey Regier, Nilesh Tripuraneni, Michael I. Jordan, Jon McAuliffe
Rao-Blackwellized Stochastic Gradients for Discrete Distributions. CoRR (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, Michael I. Jordan, Jon McAuliffe
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization. CoRR (2017)
Jeffrey Regier, Michael I. Jordan, Jon McAuliffe
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization. NIPS (2017)
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)
Hachem Saddiki, Jon McAuliffe, Patrick Flaherty
GLAD: a mixed-membership model for heterogeneous tumor subtype classification. Bioinform. 31 (2) (2015)
Andrew C. Miller, Albert Wu, Jeffrey Regier, Jon McAuliffe, Dustin Lang, Prabhat, David Schlegel, Ryan P. Adams
A Gaussian Process Model of Quasar Spectral Energy Distributions. NIPS (2015)
Jeffrey Regier, Andrew C. Miller, Jon McAuliffe, Ryan P. Adams, Matthew D. Hoffman, Dustin Lang, David Schlegel, Prabhat
Celeste: Variational inference for a generative model of astronomical images. ICML (2015)