Preprints
Identifiable Deep Generative Models via Sparse Decoding
Gemma E. Moran, Dhanya Sridhar, Yixin Wang, David M. Blei
arXiv
Publications
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