Conor Rosato

13 papers C 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Assessing the Impact of Vaccination on Rotavirus Transmission Dynamics Using Bayesian Inference.
EUSIPCO
Conor Rosato, Joshua Murphy, Simon Maskell, John Harris
2025 J jnl
Efficient MCMC Sampling with Expensive-to-Compute and Irregular Likelihoods.
CoRR
Conor Rosato, Harvinder Lehal, Simon Maskell, Lee Devlin, Malcolm Strens
2025 — conf
HESS-MC
MLSP
Joshua Murphy, Conor Rosato, Andrew Millard, Lee Devlin, Paul R. Horridge, Simon Maskell
2025 J jnl
Hess-MC2: Sequential Monte Carlo Squared using Hessian Information and Second Order Proposals.
CoRR
Joshua Murphy, Conor Rosato, Andrew Millard, Lee Devlin, Paul R. Horridge, Simon Maskell
2024 J jnl
Bayesian Calibration to Address the Challenge of Antimicrobial Resistance: A Review.
IEEE Access
Conor Rosato, Peter L. Green, John Harris, Simon Maskell, William Hope, Alessandro Gerada, Alex Howard
2024 — conf
Enhanced SMC
MFI
Conor Rosato, Joshua Murphy, Alessandro Varsi, Paul R. Horridge, Simon Maskell
2024 J jnl
Enhanced SMC
CoRR
Conor Rosato, Joshua Murphy, Alessandro Varsi, Paul R. Horridge, Simon Maskell
2024 — conf
Parameterizing Hierarchical Particle Filters with Concept Drift for Time-varying Parameter Estimation.
APSIPA
Joshua Murphy, Conor Rosato, Andrew Millard, Simon Maskell
2023 — conf
An O(log2 N) SMC
SDF-MFI
Conor Rosato, Alessandro Varsi, Joshua Murphy, Simon Maskell
2023 J jnl
Extracting Self-Reported COVID-19 Symptom Tweets and Twitter Movement Mobility Origin/Destination Matrices to Inform Disease Models.
Inf.
Conor Rosato, Robert E. Moore, Matthew Carter, John Heap, John Harris, Jose Storopoli, Simon Maskell
2022 J jnl
Efficient Learning of the Parameters of Non-Linear Models Using Differentiable Resampling in Particle Filters.
IEEE Trans. Signal Process.
Conor Rosato, Lee Devlin, Vincent Béraud, Paul R. Horridge, Thomas B. Schön, Simon Maskell
2022 C conf
Inference of Stochastic Disease Transmission Models Using Particle-MCMC and a Gradient Based Proposal.
FUSION
Conor Rosato, John Harris, Jasmina Panovska-Griffiths, Simon Maskell
2021 J jnl
Efficient Learning of the Parameters of Non-Linear Models using Differentiable Resampling in Particle Filters.
CoRR
Conor Rosato, Paul R. Horridge, Thomas B. Schön, Simon Maskell