On learning functions over biological sequence space: relating Gaussian process priors, regularization, and gauge fixing.
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| Title: | On learning functions over biological sequence space: relating Gaussian process priors, regularization, and gauge fixing. |
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| Authors: | Petti S; Department of Mathematics, Tufts University, Medford, MA, 02155, USA. samantha.petti@tufts.edu., Martí-Gómez C; Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, USA., Kinney JB; Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, USA., Zhou J; Department of Biology, University of Florida, Gainesville, FL, 32611, USA., McCandlish DM; Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724, USA. |
| Source: | Journal of mathematical biology [J Math Biol] 2026 Apr 29; Vol. 92 (5). Date of Electronic Publication: 2026 Apr 29. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Verlag Country of Publication: Germany NLM ID: 7502105 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1416 (Electronic) Linking ISSN: 03036812 NLM ISO Abbreviation: J Math Biol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 1432-1416 |
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| DOI: | 10.1007/s00285-026-02398-y |
