Gemma Moran


Postdoctoral research scientist


Curriculum vitae


gm2918 <at> columbia.edu

Data Science Institute


Columbia University



Publications


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Preprints


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



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