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Ice Core Dating using Probabilistic Programming
Paper Details
Published: 2023/11/13
DOI: 10.48550/arXiv.2210.16568
ARXIV ID: 2210.16568
In this paper, the team present an exploration of the use of probabilistic models for automatic dating of ice cores, using probabilistic programming to showcase its use for prototyping, automatic inference and maintainability, and demonstrate common failure modes of these tools.
Authors
Aditya Ravuri
Cambridge University
PhD Student
Neil D. Lawrence
Cambridge University
The DeepMind Professor of Machine Learning
T.R. Andersson
I. Kazlauskaite
W. Tebbutt
R.E. Turner
J.S. Hosking