Robert Salomone

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Information Criterion

Random Variables

Independent And Identically Distributed

Top Venues

Ann. Oper. Res.

Math. Comput. Simul.

Publications

Liam Hodgkinson, Christopher van der Heide, Robert Salomone, Fred Roosta, Michael W. Mahoney
The Interpolating Information Criterion for Overparameterized Models. CoRR (2023)
Liam Hodgkinson, Christopher van der Heide, Robert Salomone, Fred Roosta, Michael W. Mahoney
A PAC-Bayesian Perspective on the Interpolating Information Criterion. CoRR (2023)
Katie Buchhorn, Edgar Santos-Fernández, Kerrie L. Mengersen, Robert Salomone
Graph Neural Network-Based Anomaly Detection for River Network Systems. CoRR (2023)
Laurence Davies, Robert Salomone, Matthew Sutton, Chris Drovandi
Transport Reversible Jump Proposals. AISTATS (2023)
Conor Hassan, Robert Salomone, Kerrie L. Mengersen
Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis. CoRR (2023)
Conor Hassan, Robert Salomone, Kerrie L. Mengersen
Federated Variational Inference Methods for Structured Latent Variable Models. CoRR (2023)
Matthew Sutton, Robert Salomone, Augustin Chevallier, Paul Fearnhead
Continuously Tempered PDMP samplers. NeurIPS (2022)
Liam Hodgkinson, Robert Salomone, Fred Roosta
Implicit Langevin Algorithms for Sampling From Log-concave Densities. J. Mach. Learn. Res. 22 (2021)
Robert Salomone, Matias Quiroz, Robert Kohn, Mattias Villani, Minh-Ngoc Tran
Spectral Subsampling MCMC for Stationary Time Series. ICML (2020)
Liam Hodgkinson, Robert Salomone, Fred (Farbod) Roosta
Implicit Langevin Algorithms for Sampling From Log-concave Densities. CoRR (2019)
Patrick J. Laub, Robert Salomone, Zdravko I. Botev
Monte Carlo estimation of the density of the sum of dependent random variables. Math. Comput. Simul. 161 (2019)
Zdravko I. Botev, Robert Salomone, Daniel MacKinlay
Fast and accurate computation of the distribution of sums of dependent log-normals. Ann. Oper. Res. 280 (1-2) (2019)