Estefany Kelly Buchanan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Weighted Voting

Ensemble Methods

Clinically Relevant

Top Venues

PLoS Comput. Biol.

Trans. Mach. Learn. Res.

Publications

Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, John P. Cunningham
Pathologies of Predictive Diversity in Deep Ensembles. Trans. Mach. Learn. Res. 2024 (2024)
Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, John P. Cunningham
Pathologies of Predictive Diversity in Deep Ensembles. CoRR (2023)
Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, Richard S. Zemel, John P. Cunningham
Deep Ensembles Work, But Are They Necessary? NeurIPS (2022)
Taiga Abe, Estefany Kelly Buchanan, Geoff Pleiss, Richard S. Zemel, John P. Cunningham
Deep Ensembles Work, But Are They Necessary? CoRR (2022)
Matthew R. Whiteway, Dan Biderman, Yoni Friedman, Mario Dipoppa, Estefany Kelly Buchanan, Anqi Wu, John Zhou, Niccolò Bonacchi, Nathaniel J. Miska, Jean-Paul Noel, Erica Rodriguez, Michael Schartner, Karolina Socha, Anne E. Urai, C. Daniel Salzman, International Brain Laboratory, John P. Cunningham, Liam Paninski
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders. PLoS Comput. Biol. 17 (9) (2021)
Anqi Wu, Estefany Kelly Buchanan, Matthew R. Whiteway, Michael Schartner, Guido Meijer, Jean-Paul Noel, Erica Rodriguez, Claire Everett, Amy Norovich, Evan Schaffer, Neeli Mishra, C. Daniel Salzman, Dora Angelaki, Andrés Bendesky, International Brain Laboratory, John P. Cunningham, Liam Paninski
Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking. NeurIPS (2020)