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researcher

Zachary Polizzi

4 papers hereh-index 241 citations4 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CV1
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20142023
most citedTune As You Scale: Hyperparameter Optimization For Compute Efficient Training

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

collaborators
Showing cs.LGShow all

1 paper · 1 filter

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.