Christopher J. Shallue

According to our database, Christopher J. Shallue authored at least 8 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

A Large Batch Optimizer Reality Check: Traditional, Generic Optimizers Suffice Across Batch Sizes.

Zachary Nado, Justin Gilmer, Christopher J. Shallue, Rohan Anil, George E. Dahl

CoRR, 2021

2020

Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks.

Zoe L. de Beurs, Andrew Vanderburg, Christopher J. Shallue, Xavier Dumusque, Andrew Collier Cameron, Lars A. Buchhave, Rosario Cosentino, Adriano Ghedina, Raphaëlle D. Haywood, Nicholas Langellier, David W. Latham, Mercedes López-Morales, Michel Mayor, Giusi Micela, Timothy W. Milbourne, Annelies Mortier, Emilio Molinari, Francesco Pepe, David F. Phillips, Matteo Pinamonti, Giampaolo Piotto, Ken Rice, Dimitar Sasselov, Alessandro Sozzetti, Stéphane Udry, Christopher A. Watson

CoRR, 2020

2019

Measuring the Effects of Data Parallelism on Neural Network Training.

Christopher J. Shallue, Jaehoon Lee, Joseph M. Antognini, Jascha Sohl-Dickstein, Roy Frostig, George E. Dahl

J. Mach. Learn. Res., 2019

On Empirical Comparisons of Optimizers for Deep Learning.

Dami Choi, Christopher J. Shallue, Zachary Nado, Jaehoon Lee, Chris J. Maddison, George E. Dahl

CoRR, 2019

Faster Neural Network Training with Data Echoing.

Dami Choi, Alexandre Passos, Christopher J. Shallue, George E. Dahl

CoRR, 2019

Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model.

Guodong Zhang, Lala Li, Zachary Nado, James Martens, Sushant Sachdeva, George E. Dahl, Christopher J. Shallue, Roger B. Grosse

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Embedding Text in Hyperbolic Spaces.

Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl

Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing, 2018

2013

Permutation polynomials and orthomorphism polynomials of degree six.

Christopher J. Shallue, Ian M. Wanless

Finite Fields Their Appl., 2013