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Christopher J. Shallue
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2020 – today
- 2021
- [i7]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 abs/2102.06356 (2021) - 2020
- [i6]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 abs/2011.00003 (2020)
2010 – 2019
- 2019
- [j2]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: 112:1-112:49 (2019) - [c2]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: 8194-8205 - [i5]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 abs/1907.04164 (2019) - [i4]Dami Choi, Alexandre Passos, Christopher J. Shallue, George E. Dahl:
Faster Neural Network Training with Data Echoing. CoRR abs/1907.05550 (2019) - [i3]Dami Choi, Christopher J. Shallue, Zachary Nado, Jaehoon Lee, Chris J. Maddison, George E. Dahl:
On Empirical Comparisons of Optimizers for Deep Learning. CoRR abs/1910.05446 (2019) - 2018
- [c1]Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl:
Embedding Text in Hyperbolic Spaces. TextGraphs@NAACL-HLT 2018: 59-69 - [i2]Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl:
Embedding Text in Hyperbolic Spaces. CoRR abs/1806.04313 (2018) - [i1]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 abs/1811.03600 (2018) - 2013
- [j1]Christopher J. Shallue, Ian M. Wanless:
Permutation polynomials and orthomorphism polynomials of degree six. Finite Fields Their Appl. 20: 84-92 (2013)
Coauthor Index
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