Fast and accurate computation of the distribution of sums of dependent log-normals. - Zdravko I. Botev; Robert Salomone; Daniel MacKinlay (Ann. Oper. Res., 2019)

Monte Carlo estimation of the density of the sum of dependent random variables. - Patrick J. Laub; Robert Salomone; Zdravko I. Botev (Math. Comput. Simul., 2019)

Spectral Subsampling MCMC for Stationary Time Series. - Robert Salomone; Matias Quiroz; Robert Kohn; Mattias Villani; Minh-Ngoc Tran (ICML, 2020)

Implicit Langevin Algorithms for Sampling From Log-concave Densities. - Liam Hodgkinson; Robert Salomone; Fred Roosta (J. Mach. Learn. Res., 2021)

Continuously Tempered PDMP samplers. - Matthew Sutton; Robert Salomone; Augustin Chevallier; Paul Fearnhead (NeurIPS, 2022)

Transport Reversible Jump Proposals. - Laurence Davies; Robert Salomone; Matthew Sutton; Chris Drovandi (AISTATS, 2023)

Federated Variational Inference Methods for Structured Latent Variable Models. - Conor Hassan; Robert Salomone; Kerrie L. Mengersen (CoRR, 2023)

Graph Neural Network-Based Anomaly Detection for River Network Systems. - Katie Buchhorn; Edgar Santos-Fernández; Kerrie L. Mengersen; Robert Salomone (CoRR, 2023)

The Interpolating Information Criterion for Overparameterized Models. - Liam Hodgkinson; Christopher van der Heide; Robert Salomone; Fred Roosta; Michael W. Mahoney (CoRR, 2023)

Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis. - Conor Hassan; Robert Salomone; Kerrie L. Mengersen (CoRR, 2023)

A PAC-Bayesian Perspective on the Interpolating Information Criterion. - Liam Hodgkinson; Christopher van der Heide; Robert Salomone; Fred Roosta; Michael W. Mahoney (CoRR, 2023)

Fast and scalable off-target assessment for CRISPR guide RNAs using partial matches. - Carl Schmitz; Jacob Bradford; Robert Salomone; Dimitri Perrin (BIBM, 2024)

Structured Variational Approximations with Skew Normal Decomposable Graphical Models and Implicit Copulas. - Robert Salomone; Xuejun Yu 002; David J. Nott; Robert Kohn (J. Comput. Graph. Stat., 2024)