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George E. Dahl

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Faster Neural Network Training with Data Echoing

Jul 12, 2019
Dami Choi, Alexandre Passos, Christopher J. Shallue, George E. Dahl

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

Jul 09, 2019
Guodong Zhang, Lala Li, Zachary Nado, James Martens, Sushant Sachdeva, George E. Dahl, Christopher J. Shallue, Roger Grosse

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Measuring the Effects of Data Parallelism on Neural Network Training

Nov 21, 2018
Christopher J. Shallue, Jaehoon Lee, Joseph Antognini, Jascha Sohl-Dickstein, Roy Frostig, George E. Dahl

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The Importance of Generation Order in Language Modeling

Aug 23, 2018
Nicolas Ford, Daniel Duckworth, Mohammad Norouzi, George E. Dahl

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Motivating the Rules of the Game for Adversarial Example Research

Jul 20, 2018
Justin Gilmer, Ryan P. Adams, Ian Goodfellow, David Andersen, George E. Dahl

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Embedding Text in Hyperbolic Spaces

Jun 12, 2018
Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl

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Parallel Architecture and Hyperparameter Search via Successive Halving and Classification

May 25, 2018
Manoj Kumar, George E. Dahl, Vijay Vasudevan, Mohammad Norouzi

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Large scale distributed neural network training through online distillation

Apr 09, 2018
Rohan Anil, Gabriel Pereyra, Alexandre Passos, Robert Ormandi, George E. Dahl, Geoffrey E. Hinton

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Neural Message Passing for Quantum Chemistry

Jun 12, 2017
Justin Gilmer, Samuel S. Schoenholz, Patrick F. Riley, Oriol Vinyals, George E. Dahl

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Detecting Cancer Metastases on Gigapixel Pathology Images

Mar 08, 2017
Yun Liu, Krishna Gadepalli, Mohammad Norouzi, George E. Dahl, Timo Kohlberger, Aleksey Boyko, Subhashini Venugopalan, Aleksei Timofeev, Philip Q. Nelson, Greg S. Corrado, Jason D. Hipp, Lily Peng, Martin C. Stumpe

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