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M. Pritchard

2 papers hereh-index 3168 citations6 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
same name
  • M. Pritchard — 18 papers, h 31
  • M. Pritchard — 1 paper, h 1
  • M. Pritchard — 1 paper, h 1
  • M. Pritchard — 1 paper, h 4

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

most citedTwo-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset

5 citations · 5 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 5 cited

Two-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset

Sungduk Yu, Mike Pritchard, Po-Lun Ma +2

Hyperparameter optimization (HPO) is an important step in machine learning (ML) model development, but common practices are archaic -- primarily relying on manual or grid searches.…

cs.LG2020

A Fortran-Keras Deep Learning Bridge for Scientific Computing

Jordan Ott, Mike Pritchard, Natalie Best +3

Implementing artificial neural networks is commonly achieved via high-level programming languages like Python and easy-to-use deep learning libraries like Keras. These software lib…

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