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Hedgeye (United States)

United States

4 papers here185 citations across 4
fields
  • cs.LG2
  • cs.CR1
  • physics.soc-ph1
ROR 04scjv535OpenAlex

affiliations via OpenAlex

output
20132025
most citedForecasting Chaotic Systems with Very Low Connectivity Reservoir Computers

150 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • A. Pomerance4 · h 10
  • D. Gauthier2 · h 48
  • M. Girvan2 · h 33
  • Aaron Griffith1 · h 4
  • Brian R. Hunt1 · h 6
  • D. Canaday1 · h 7
  • Declan A. Norton1 · h 2
  • Edward Ott1 · h 3
  • E. Ott1 · h 92
  • Noeloikeau F. Charlot1 · h 4
  • S. Squires1 · h 5
collaborating institutions
  • The Ohio State UniversityUS2 papers
  • University of Maryland, College ParkUS2 papers
  • Santa Fe InstituteUS1 paper
Showing 2025Show all

1 paper · 1 filter

cs.LG2025★ 1 cited

Tailored Forecasting from Short Time Series via Meta-learning

Declan A. Norton, Edward Ott, Andrew Pomerance +2

Machine learning models can effectively forecast dynamical systems from time-series data, but they typically require large amounts of past data, making forecasting particularly cha…

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