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researcher

Michael A. Beck

2 papers here

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

author position
  • first author1
  • middle author1

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

fields
  • cs.LG2
ORCID 0000-0003-3193-5645
same name
  • Michael A. Beck — 3 papers, h 5
  • Michael A. Beck — 1 paper, h 6

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 citedStrategies and impact of learning curve estimation for CNN-based image classification

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 1 cited

Strategies and impact of learning curve estimation for CNN-based image classification

Laura Didyk, Brayden Yarish, Michael A. Beck +2

Learning curves are a measure for how the performance of machine learning models improves given a certain volume of training data. Over a wide variety of applications and models it…

cs.LG2022

Investigating classification learning curves for automatically generated and labelled plant images

Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry +1

In the context of supervised machine learning a learning curve describes how a model's performance on unseen data relates to the amount of samples used to train the model. In this…

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