Austin Talbot

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 5

Top Topics

Statistical Models

Factor Analysis

Internal Representations

Top Venues

IEEE Trans. Signal Process.

Publications

William E. Carson IV, Austin Talbot, David Carlson
AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor Models. CoRR (2022)
Liyun Tu, Austin Talbot, Neil Gallagher, David E. Carlson
Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility. IEEE Trans. Signal Process. 70 (2022)
Liyun Tu, Austin Talbot, Neil Gallagher, David E. Carlson
Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility. CoRR (2021)
Austin Talbot, David B. Dunson, Kafui Dzirasa, David E. Carlson
Supervised Autoencoders Learn Robust Joint Factor Models of Neural Activity. CoRR (2020)
Neil Gallagher, Kyle R. Ulrich, Austin Talbot, Kafui Dzirasa, Lawrence Carin, David E. Carlson
Cross-Spectral Factor Analysis. NIPS (2017)