Thompson Sampling for Noncompliant Bandits. - Andrew Stirn; Tony Jebara (CoRR, 2018)

A New Distribution on the Simplex with Auto-Encoding Applications. - Andrew Stirn; Tony Jebara; David A. Knowles (NeurIPS, 2019)

Autoencoding Topographic Factors. - Antonio Khalil Moretti; Andrew Stirn; Gabriel Marks; Itsik Pe'er (J. Comput. Biol., 2019)

Variational Variance: Simple and Reliable Predictive Variance Parameterization. - Andrew Stirn; David A. Knowles (CoRR, 2020)

Faithful Heteroscedastic Regression with Neural Networks. - Andrew Stirn; Hans-Hermann Wessels; Megan Schertzer; Laura Pereira; Neville E. Sanjana; David A. Knowles (CoRR, 2022)

Faithful Heteroscedastic Regression with Neural Networks. - Andrew Stirn; Harm Wessels; Megan Schertzer; Laura Pereira; Neville E. Sanjana; David A. Knowles (AISTATS, 2023)

The VampPrior Mixture Model. - Andrew Stirn; David A. Knowles (AISTATS, 2025)