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Samuel Erickson

4 papers hereh-index 336 citations14 works total

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author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.SY1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedNon-asymptotic Estimation of Sparse Partial Correlation via Joint Partial Regression

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025★ 1 cited

Non-asymptotic Estimation of Sparse Partial Correlation via Joint Partial Regression

Samuel Erickson, Tobias Rydén

Partial correlation analysis is widely used in modern multivariate analysis. However, prior methods lack non-asymptotic guarantees and have slow asymptotic estimation rates. We pre…

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