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Samantha Petti

3 papers hereh-index 316 citations8 works total

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

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • nlin.CG1
  • q-bio.GN1
same name
  • Samantha Petti — 11 papers, h 9

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 citedOn learning functions over biological sequence space: relating Gaussian process priors, regularization, and gauge fixing

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

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 1 cited

On learning functions over biological sequence space: relating Gaussian process priors, regularization, and gauge fixing

Samantha Petti, Carlos Martí-Gómez, Justin B. Kinney +2

Mappings from biological sequences (DNA, RNA, protein) to quantitative measures of sequence functionality play an important role in contemporary biology. We are interested in the r…

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