Permutation polynomials and orthomorphism polynomials of degree six. - Christopher J. Shallue; Ian M. Wanless (Finite Fields Their Appl., 2013)

Embedding Text in Hyperbolic Spaces. - Bhuwan Dhingra; Christopher J. Shallue; Mohammad Norouzi 002; Andrew M. Dai; George E. Dahl (TextGraphs@NAACL-HLT, 2018)

Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model. - Guodong Zhang 006; Lala Li; Zachary Nado; James Martens; Sushant Sachdeva; George E. Dahl; Christopher J. Shallue; Roger B. Grosse (NeurIPS, 2019)

Faster Neural Network Training with Data Echoing. - Dami Choi; Alexandre Passos; Christopher J. Shallue; George E. Dahl (CoRR, 2019)

On Empirical Comparisons of Optimizers for Deep Learning. - Dami Choi; Christopher J. Shallue; Zachary Nado; Jaehoon Lee 001; Chris J. Maddison; George E. Dahl (CoRR, 2019)

Measuring the Effects of Data Parallelism on Neural Network Training. - Christopher J. Shallue; Jaehoon Lee 001; Joseph M. Antognini; Jascha Sohl-Dickstein; Roy Frostig; George E. Dahl (J. Mach. Learn. Res., 2019)

Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks. - Zoë 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; et al. (CoRR, 2020)

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)