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., Martí-Gómez C; Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724., Kinney JB; Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724., Zhou J; Department of Biology, University of Florida, Gainesville, FL, 32611., McCandlish DM; Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, 11724. |
| Source: | BioRxiv : the preprint server for biology [bioRxiv] 2025 Aug 02. Date of Electronic Publication: 2025 Aug 02. |
| Publication Type: | Journal Article; Preprint |
| Journal Info: | Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2692-8205 |
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| DOI: | 10.1101/2025.04.26.650699 |
