Alert button
Picture for Andrew Gordon Wilson

Andrew Gordon Wilson

Alert button

The Case for Bayesian Deep Learning

Jan 29, 2020
Andrew Gordon Wilson

Viaarxiv icon

Semi-Supervised Learning with Normalizing Flows

Dec 30, 2019
Pavel Izmailov, Polina Kirichenko, Marc Finzi, Andrew Gordon Wilson

Figure 1 for Semi-Supervised Learning with Normalizing Flows
Figure 2 for Semi-Supervised Learning with Normalizing Flows
Figure 3 for Semi-Supervised Learning with Normalizing Flows
Figure 4 for Semi-Supervised Learning with Normalizing Flows
Viaarxiv icon

Randomly Projected Additive Gaussian Processes for Regression

Dec 30, 2019
Ian A. Delbridge, David S. Bindel, Andrew Gordon Wilson

Figure 1 for Randomly Projected Additive Gaussian Processes for Regression
Figure 2 for Randomly Projected Additive Gaussian Processes for Regression
Figure 3 for Randomly Projected Additive Gaussian Processes for Regression
Figure 4 for Randomly Projected Additive Gaussian Processes for Regression
Viaarxiv icon

Function-Space Distributions over Kernels

Oct 29, 2019
Gregory W. Benton, Wesley J. Maddox, Jayson P. Salkey, Julio Albinati, Andrew Gordon Wilson

Figure 1 for Function-Space Distributions over Kernels
Figure 2 for Function-Space Distributions over Kernels
Figure 3 for Function-Space Distributions over Kernels
Figure 4 for Function-Space Distributions over Kernels
Viaarxiv icon

BoTorch: Programmable Bayesian Optimization in PyTorch

Oct 14, 2019
Maximilian Balandat, Brian Karrer, Daniel R. Jiang, Samuel Daulton, Benjamin Letham, Andrew Gordon Wilson, Eytan Bakshy

Figure 1 for BoTorch: Programmable Bayesian Optimization in PyTorch
Figure 2 for BoTorch: Programmable Bayesian Optimization in PyTorch
Figure 3 for BoTorch: Programmable Bayesian Optimization in PyTorch
Figure 4 for BoTorch: Programmable Bayesian Optimization in PyTorch
Viaarxiv icon

Subspace Inference for Bayesian Deep Learning

Jul 17, 2019
Pavel Izmailov, Wesley J. Maddox, Polina Kirichenko, Timur Garipov, Dmitry Vetrov, Andrew Gordon Wilson

Figure 1 for Subspace Inference for Bayesian Deep Learning
Figure 2 for Subspace Inference for Bayesian Deep Learning
Figure 3 for Subspace Inference for Bayesian Deep Learning
Figure 4 for Subspace Inference for Bayesian Deep Learning
Viaarxiv icon

SWALP : Stochastic Weight Averaging in Low-Precision Training

May 20, 2019
Guandao Yang, Tianyi Zhang, Polina Kirichenko, Junwen Bai, Andrew Gordon Wilson, Christopher De Sa

Figure 1 for SWALP : Stochastic Weight Averaging in Low-Precision Training
Figure 2 for SWALP : Stochastic Weight Averaging in Low-Precision Training
Figure 3 for SWALP : Stochastic Weight Averaging in Low-Precision Training
Figure 4 for SWALP : Stochastic Weight Averaging in Low-Precision Training
Viaarxiv icon

Simple Black-box Adversarial Attacks

May 17, 2019
Chuan Guo, Jacob R. Gardner, Yurong You, Andrew Gordon Wilson, Kilian Q. Weinberger

Figure 1 for Simple Black-box Adversarial Attacks
Figure 2 for Simple Black-box Adversarial Attacks
Figure 3 for Simple Black-box Adversarial Attacks
Figure 4 for Simple Black-box Adversarial Attacks
Viaarxiv icon

SysML: The New Frontier of Machine Learning Systems

May 01, 2019
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Jennifer Chayes, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim Hazelwood, Furong Huang, Martin Jaggi, Kevin Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konečný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Aparna Lakshmiratan, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Murray, Kunle Olukotun, Dimitris Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar

Viaarxiv icon