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researcher

James B. Simon

7 papers hereh-index 11393 citations19 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI1
same name
  • James B. Simon — 4 papers, h 5
  • James B. Simon — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedTune As You Scale: Hyperparameter Optimization For Compute Efficient Training

4 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023★ 4 cited

Tune As You Scale: Hyperparameter Optimization For Compute Efficient Training

Abraham J. Fetterman, Ellie Kitanidis, Joshua Albrecht +6

Hyperparameter tuning of deep learning models can lead to order-of-magnitude performance gains for the same amount of compute. Despite this, systematic tuning is uncommon, particul…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.