Author

Tom Denton

Google DeepMind (United Kingdom)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Ecology· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Amanda K. NavineiD· 1 shared Justin A. KitzesiD· 1 shared Louis Freeland‐HaynesiD· 1 shared Matthew J. WeldyiD· 1 shared Patrick J. HartiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperEcology

Amanda K. NavineORCID

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1 paper

Recent·Most cited

Calibrating Classifiers Across Covariates: Hierarchical Vocal Density Estimation for Acoustic Monitoring at Scale

Louis Freeland‐Haynes, Matthew J. Weldy, Amanda K. Navine, Patrick J. Hart, Tom Denton, Justin A. Kitzes

This paper develops a Bayesian hierarchical calibration method for acoustic classifiers to estimate site-level vocal density with uncertainty, improving accuracy and efficiency over global or site-specific approaches.

bioRxiv · Sep 12, 2026 · PreprintEcology