Publications

Gabriel Clara, Sophie Langer, Johannes Schmidt-Hieber (2024). Dropout Versus $\ell_2$-Penalization in the Linear Model. Journal of Machine Learning Research.

JMLR ArXiv

Gabriel Clara, Botond Szabó, Kolyan Ray (2021). sparsevb: Spike-and-Slab Variational Bayes for Linear and Logistic Regression. The Comprehensive R Archive Network.

CRAN GitLab

Kolyan Ray, Botond Szabó, Gabriel Clara (2020). Spike and slab variational Bayes for high dimensional logistic regression. Advances in Neural Information Processing Systems 33.

NeurIPS ArXiv