Joshua Murphy

15 papers C 2Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Investigating Batch Inference in a Sequential Monte Carlo Framework for Neural Networks.
CoRR
Andrew Millard, Joshua Murphy, Peter Green, Simon Maskell
2025 — conf
Assessing the Impact of Vaccination on Rotavirus Transmission Dynamics Using Bayesian Inference.
EUSIPCO
Conor Rosato, Joshua Murphy, Simon Maskell, John Harris
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
2025 J jnl
Humble your Overconfident Networks: Unlearning Overfitting via Sequential Monte Carlo Tempered Deep Ensembles.
CoRR
Andrew Millard, Zheng Zhao, Joshua Murphy, Simon Maskell
2025 C conf
Incorporating the ChEES Criterion Into Sequential Monte Carlo Samplers.
FUSION
Andrew Millard, Joshua Murphy, Daniel Frisch, Simon Maskell
2025 J jnl
Incorporating the ChEES Criterion into Sequential Monte Carlo Samplers.
CoRR
Andrew Millard, Joshua Murphy, Daniel Frisch, Simon Maskell
2025 — conf
Recent User Interface and Experience Development in Virtual Reality: A Literature Study.
HCI (23)
Joshua Murphy, Abdelwahab Hamam
2025 J jnl
Utilising Gradient-Based Proposals Within Sequential Monte Carlo Samplers for Training of Partial Bayesian Neural Networks.
CoRR
Andrew Millard, Joshua Murphy, Simon Maskell, Zheng Zhao
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
Detecting Facial Landmarks on 3D Models Based on Geometric Properties - A Review of Algorithms, Enhancements, Additions and Open-Source Implementations.
IEEE Access
Oguzhan Topsakal, Tahir Cetin Akinci, Joshua Murphy, Taylor Lee-James Preston, Mehmet Mazhar Çelikoyar
2018 C conf
Small Group Learning Activities in Systems and Control Theory using Fidget Cars.
ACC
Laura E. Ray, David Hodgson, David Feinauer, Raina White, Annett Gawerc, Prudence Merton, Devin Montgomery, Blair Allison, Nathan Amanquah, Charles Jackson, Fred McBagonluri, Paul Shiue, Eric Welch, Kevin Huang, Carlos Luck, Jonathan West, Vanessa Svihla, Joshua Murphy, Daniel Ray