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AstraZeneca (Australia)

Australia

1 paper here
fields
  • stat.ML1
ROR 018nw3344OpenAlex

affiliations via OpenAlex

researchers with a paper here
  • Anatole von Lilienfeld1 · h 5
  • F. A. Faber1 · h 3
  • M. Trestman1 · h 1
  • Stefan Gugler1 · h 2
collaborating institutions
  • AstraZeneca (Brazil)BR1 paper
  • Berlin Institute for the Foundations of Learning and DataDE1 paper
  • Technische Universität BerlinDE1 paper
  • University of TorontoCA1 paper
  • Vector InstituteCA1 paper

1 paper

stat.ML2026

Gradient-Guided Furthest Point Sampling for Robust Training Set Selection

Morris Trestman, Stefan Gugler, Felix A. Faber +1

Training set sampling methods are used to improve model performance and lower data costs in machine learning problems relevant to chemistry. We introduce Gradient Guided Furthest P…

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