Christopher J. Shallue

11 papers A* 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
A Large Batch Optimizer Reality Check: Traditional, Generic Optimizers Suffice Across Batch Sizes.
CoRR
Zachary Nado, Justin Gilmer, Christopher J. Shallue, Rohan Anil, George E. Dahl
2020 J jnl
Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks.
CoRR
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, 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
2019 J jnl
Faster Neural Network Training with Data Echoing.
CoRR
Dami Choi, Alexandre Passos, Christopher J. Shallue, George E. Dahl
2019 J jnl
Measuring the Effects of Data Parallelism on Neural Network Training.
J. Mach. Learn. Res.
Christopher J. Shallue, Jaehoon Lee, Joseph M. Antognini, Jascha Sohl-Dickstein, Roy Frostig, George E. Dahl
2019 J jnl
On Empirical Comparisons of Optimizers for Deep Learning.
CoRR
Dami Choi, Christopher J. Shallue, Zachary Nado, Jaehoon Lee, Chris J. Maddison, George E. Dahl
2019 A* conf
Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model.
NeurIPS
Guodong Zhang, Lala Li, Zachary Nado, James Martens, Sushant Sachdeva, George E. Dahl, Christopher J. Shallue, Roger B. Grosse
2019 J jnl
Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model.
CoRR
Guodong Zhang, Lala Li, Zachary Nado, James Martens, Sushant Sachdeva, George E. Dahl, Christopher J. Shallue, Roger B. Grosse
2018 — conf
Embedding Text in Hyperbolic Spaces.
TextGraphs@NAACL-HLT
Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl
2018 J jnl
Embedding Text in Hyperbolic Spaces.
CoRR
Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl
2018 J jnl
Measuring the Effects of Data Parallelism on Neural Network Training.
CoRR
Christopher J. Shallue, Jaehoon Lee, Joseph M. Antognini, Jascha Sohl-Dickstein, Roy Frostig, George E. Dahl
2013 J jnl
Permutation polynomials and orthomorphism polynomials of degree six.
Finite Fields Their Appl.
Christopher J. Shallue, Ian M. Wanless