Daniela De Angelis

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 6

Top Topics

Bayesian Inference

Top Venues

J. Stat. Softw.

PLoS Comput. Biol.

Publications

Sanmitra Ghosh, Paul Birrell, Daniela De Angelis
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs. AISTATS (2024)
Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs. CoRR (2024)
Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis
An approximate diffusion process for environmental stochasticity in infectious disease transmission modelling. PLoS Comput. Biol. 19 (5) (2023)
Sanmitra Ghosh, Paul J. Birrell, Daniela De Angelis
Differentiable Bayesian inference of SDE parameters using a pathwise series expansion of Brownian motion. AISTATS (2022)
Sanmitra Ghosh, Paul Birrell, Daniela De Angelis
Variational inference for nonlinear ordinary differential equations. AISTATS (2021)
Robert J. B. Goudie, Rebecca M. Turner, Daniela De Angelis, Andrew Thomas
MultiBUGS: A Parallel Implementation of the BUGS Modeling Framework for Faster Bayesian Inference. J. Stat. Softw. 95 (1) (2020)
Walter R. Gilks, Benjamin Audit, Daniela De Angelis, Sophia Tsoka, Christos A. Ouzounis
Modeling the percolation of annotation errors in a database of protein sequences. Bioinform. 18 (12) (2002)