Christopher J. Shallue

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 10

Top Topics

Algebraic Geometry

Empirical Comparisons

Top Venues

TextGraphs@NAACL-HLT

Finite Fields Their Appl.

J. Mach. Learn. Res.

Publications

Zachary Nado, Justin Gilmer, Christopher J. Shallue, Rohan Anil, George E. Dahl
A Large Batch Optimizer Reality Check: Traditional, Generic Optimizers Suffice Across Batch Sizes. CoRR (2021)
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
Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks. CoRR (2020)
Dami Choi, Alexandre Passos, Christopher J. Shallue, George E. Dahl
Faster Neural Network Training with Data Echoing. CoRR (2019)
Guodong Zhang, Lala Li, Zachary Nado, James Martens, Sushant Sachdeva, George E. Dahl, Christopher J. Shallue, Roger B. Grosse
Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model. NeurIPS (2019)
Christopher J. Shallue, Jaehoon Lee, Joseph M. Antognini, Jascha Sohl-Dickstein, Roy Frostig, George E. Dahl
Measuring the Effects of Data Parallelism on Neural Network Training. J. Mach. Learn. Res. 20 (2019)
Guodong Zhang, Lala Li, Zachary Nado, James Martens, Sushant Sachdeva, George E. Dahl, Christopher J. Shallue, Roger B. Grosse
Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model. CoRR (2019)
Dami Choi, Christopher J. Shallue, Zachary Nado, Jaehoon Lee, Chris J. Maddison, George E. Dahl
On Empirical Comparisons of Optimizers for Deep Learning. CoRR (2019)
Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl
Embedding Text in Hyperbolic Spaces. CoRR (2018)
Christopher J. Shallue, Jaehoon Lee, Joseph M. Antognini, Jascha Sohl-Dickstein, Roy Frostig, George E. Dahl
Measuring the Effects of Data Parallelism on Neural Network Training. CoRR (2018)
Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl
Embedding Text in Hyperbolic Spaces. TextGraphs@NAACL-HLT (2018)
Christopher J. Shallue, Ian M. Wanless
Permutation polynomials and orthomorphism polynomials of degree six. Finite Fields Their Appl. 20 (2013)