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Vector Institute

Canada

6 papers here13 citations across 6
fields
  • astro-ph.GA2
  • cs.LG1
  • eess.IV1
  • quant-ph1
  • stat.ML1
ROR 03kqdja62OpenAlex

affiliations via OpenAlex

most citedA generalizable 3D framework and model for self-supervised learning in medical imaging

13 citations

researchers with a paper here
  • B. Dey2 · h 22
  • Alexandros Pratsos1 · h 0
  • A. L. Martel1 · h 3
  • Anatole von Lilienfeld1 · h 5
  • Anthony Rinaldi1 · h 3
  • C. Anderson1 · h 1
  • Chris J. Maddison1 · h 31
  • D. Segal1 · h 41
  • Elliot Creager1 · h 3
  • E. Wang1 · h 1
  • F. A. Faber1 · h 3
  • Josh Speagle1 · h 1
collaborating institutions
  • University of TorontoCA5 papers
  • AstraZeneca (Australia)AU1 paper
  • AstraZeneca (Brazil)BR1 paper
  • Berlin Institute for the Foundations of Learning and DataDE1 paper
  • Health Sciences CentreCA1 paper
  • HEC MontréalCA1 paper
  • Sunnybrook Health Science CentreCA1 paper
  • Sunnybrook Research Institute1 paper
  • Technische Universität BerlinDE1 paper
  • University of WaterlooCA1 paper
Showing stat.MLShow all

1 paper · 1 filter

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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