Search Results for author: Kristen A. Severson

Found 2 papers, 1 papers with code

Statistical learning for accurate and interpretable battery lifetime prediction

1 code implementation6 Jan 2021 Peter M. Attia, Kristen A. Severson, Jeremy D. Witmer

In this work, we use a previously published dataset to develop simple, accurate, and interpretable data-driven models for battery lifetime prediction.

BIG-bench Machine Learning CyberBattleSim +1

Isolating Latent Structure with Cross-population Variational Autoencoders

no code implementations25 Sep 2019 Joe Davison, Kristen A. Severson, Soumya Ghosh

A significant body of recent work has examined variational autoencoders as a powerful approach for tasks which involve modeling the distribution of complex data such as images and text.

Continual Learning Image Denoising

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