Robert Salomone

14 papers A* 2A 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2024 — conf
Fast and scalable off-target assessment for CRISPR guide RNAs using partial matches.
BIBM
Carl Schmitz, Jacob Bradford, Robert Salomone, Dimitri Perrin
2024 J jnl
Structured Variational Approximations with Skew Normal Decomposable Graphical Models and Implicit Copulas.
J. Comput. Graph. Stat.
Robert Salomone, Xuejun Yu, David J. Nott, Robert Kohn
2023 J jnl
A PAC-Bayesian Perspective on the Interpolating Information Criterion.
CoRR
Liam Hodgkinson, Christopher van der Heide, Robert Salomone, Fred Roosta, Michael W. Mahoney
2023 J jnl
Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis.
CoRR
Conor Hassan, Robert Salomone, Kerrie L. Mengersen
2023 J jnl
Federated Variational Inference Methods for Structured Latent Variable Models.
CoRR
Conor Hassan, Robert Salomone, Kerrie L. Mengersen
2023 J jnl
Graph Neural Network-Based Anomaly Detection for River Network Systems.
CoRR
Katie Buchhorn, Edgar Santos-Fernández, Kerrie L. Mengersen, Robert Salomone
2023 J jnl
The Interpolating Information Criterion for Overparameterized Models.
CoRR
Liam Hodgkinson, Christopher van der Heide, Robert Salomone, Fred Roosta, Michael W. Mahoney
2023 A conf
Transport Reversible Jump Proposals.
AISTATS
Laurence Davies, Robert Salomone, Matthew Sutton, Chris Drovandi
2022 A* conf
Continuously Tempered PDMP samplers.
NeurIPS
Matthew Sutton, Robert Salomone, Augustin Chevallier, Paul Fearnhead
2021 J jnl
Implicit Langevin Algorithms for Sampling From Log-concave Densities.
J. Mach. Learn. Res.
Liam Hodgkinson, Robert Salomone, Fred Roosta
2020 A* conf
Spectral Subsampling MCMC for Stationary Time Series.
ICML
Robert Salomone, Matias Quiroz, Robert Kohn, Mattias Villani, Minh-Ngoc Tran
2019 J jnl
Fast and accurate computation of the distribution of sums of dependent log-normals.
Ann. Oper. Res.
Zdravko I. Botev, Robert Salomone, Daniel MacKinlay
2019 J jnl
Implicit Langevin Algorithms for Sampling From Log-concave Densities.
CoRR
Liam Hodgkinson, Robert Salomone, Fred (Farbod) Roosta
2019 J jnl
Monte Carlo estimation of the density of the sum of dependent random variables.
Math. Comput. Simul.
Patrick J. Laub, Robert Salomone, Zdravko I. Botev