Identifiable Deep Generative Models via Sparse Decoding

Gemma E. Moran, Dhanya Sridhar, Yixin Wang, David M. Blei

arXiv

Posterior Predictive Null Checks

Gemma E. Moran, John P. Cunningham, David M. Blei

arXiv

Spike-and-slab lasso biclustering

Gemma E. Moran, Veronika Rockova, Edward I. George

The Annals of Applied Statistics, 2021, pp. 148--173

Spike-and-slab group lassos for grouped regression and sparse generalized additive models

*Ray Bai, *Gemma E. Moran, *Joseph L. Antonelli, Yong Chen, Mary R. Boland

Journal of the American Statistical Association, 2020, pp. 1--14

Variance prior forms for high-dimensional Bayesian variable selection

Gemma E. Moran, Veronika Rockova, Edward I. George

Bayesian Analysis, 2019, pp. 1091--1119

Determinantal regularization for ensemble variable selection

Veronika Rockova, Gemma E. Moran, Edward I. George

Artificial Intelligence and Statistics, 2016