Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313648059> ?p ?o ?g. }
Showing items 1 to 55 of
55
with 100 items per page.
- W4313648059 abstract "Initial choice of Learning Rate is a key part of gradient based methods and has a great effect on the performance of the Deep Learning Model.This paper studies the behavior of multiple gradient based optimization algorithm which are commonly used in Deep Learning and compare their performance on various learning rate. As observed popular choice of optimization algorithms are highly sensitive to various choice of learning rates. Our goal is to find which optimizer has an edge over others for a specific setting. We look at two datasets namely MNIST and CIFAR10 for benchmarking. The results are quite surprising, and it will help us to choose a learning rate more efficiently." @default.
- W4313648059 created "2023-01-07" @default.
- W4313648059 creator A5080000953 @default.
- W4313648059 date "2023-01-05" @default.
- W4313648059 modified "2023-09-29" @default.
- W4313648059 title "Benchmarking gradient based Optimizers' sensitivity to Learning Rate" @default.
- W4313648059 doi "https://doi.org/10.31219/osf.io/4ejvq" @default.
- W4313648059 hasPublicationYear "2023" @default.
- W4313648059 type Work @default.
- W4313648059 citedByCount "0" @default.
- W4313648059 crossrefType "posted-content" @default.
- W4313648059 hasAuthorship W4313648059A5080000953 @default.
- W4313648059 hasBestOaLocation W43136480591 @default.
- W4313648059 hasConcept C108583219 @default.
- W4313648059 hasConcept C119857082 @default.
- W4313648059 hasConcept C127413603 @default.
- W4313648059 hasConcept C144133560 @default.
- W4313648059 hasConcept C154945302 @default.
- W4313648059 hasConcept C162853370 @default.
- W4313648059 hasConcept C190502265 @default.
- W4313648059 hasConcept C21200559 @default.
- W4313648059 hasConcept C24326235 @default.
- W4313648059 hasConcept C26517878 @default.
- W4313648059 hasConcept C38652104 @default.
- W4313648059 hasConcept C41008148 @default.
- W4313648059 hasConcept C86251818 @default.
- W4313648059 hasConceptScore W4313648059C108583219 @default.
- W4313648059 hasConceptScore W4313648059C119857082 @default.
- W4313648059 hasConceptScore W4313648059C127413603 @default.
- W4313648059 hasConceptScore W4313648059C144133560 @default.
- W4313648059 hasConceptScore W4313648059C154945302 @default.
- W4313648059 hasConceptScore W4313648059C162853370 @default.
- W4313648059 hasConceptScore W4313648059C190502265 @default.
- W4313648059 hasConceptScore W4313648059C21200559 @default.
- W4313648059 hasConceptScore W4313648059C24326235 @default.
- W4313648059 hasConceptScore W4313648059C26517878 @default.
- W4313648059 hasConceptScore W4313648059C38652104 @default.
- W4313648059 hasConceptScore W4313648059C41008148 @default.
- W4313648059 hasConceptScore W4313648059C86251818 @default.
- W4313648059 hasLocation W43136480591 @default.
- W4313648059 hasOpenAccess W4313648059 @default.
- W4313648059 hasPrimaryLocation W43136480591 @default.
- W4313648059 hasRelatedWork W2167735388 @default.
- W4313648059 hasRelatedWork W2276478028 @default.
- W4313648059 hasRelatedWork W2597787948 @default.
- W4313648059 hasRelatedWork W2904174853 @default.
- W4313648059 hasRelatedWork W2947175736 @default.
- W4313648059 hasRelatedWork W2951786554 @default.
- W4313648059 hasRelatedWork W3132360532 @default.
- W4313648059 hasRelatedWork W3186840088 @default.
- W4313648059 hasRelatedWork W4287510235 @default.
- W4313648059 hasRelatedWork W4309224979 @default.
- W4313648059 isParatext "false" @default.
- W4313648059 isRetracted "false" @default.
- W4313648059 workType "article" @default.