Concepedia

Leslie N. Smith

LN

Statistics

Publications

13

Citations

1.8K

H-Index

13

Active since

1979

Affiliations

United States Naval Research Laboratory(Current)

University of Illinois Urbana-Champaign

Leslie N. Smith is an author at United States Naval Research Laboratory specializing in computer science, computing, and machine learning.

ORCID

Publications per year

1979–2019

13

Publications

13

A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay

Leslie N. Smith · arXiv (Cornell University) · 2018 · 832 citations · Full text

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Cyclical Learning Rates for Training Neural Networks

Leslie N. Smith · 2017 · 191 citations · Full text

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Super-convergence: very fast training of neural networks using large learning rates

Leslie N. Smith, Nicholay Topin · 2019 · 162 citations · Full text

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Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient Reuse

Leslie N. Smith, Michael Elad · IEEE Signal Processing Letters · 2012 · 134 citations

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No More Pesky Learning Rate Guessing Games.

Leslie N. Smith · arXiv (Cornell University) · 2015 · 133 citations · Full text

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