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Joshua Murphy
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2020 – today
- 2025
[c7]Conor Rosato, Joshua Murphy, Simon Maskell, John Harris:
Assessing the Impact of Vaccination on Rotavirus Transmission Dynamics Using Bayesian Inference. EUSIPCO 2025: 2507-2511
[c6]Joshua Murphy
, Abdelwahab Hamam
:
Recent User Interface and Experience Development in Virtual Reality: A Literature Study. HCI (23) 2025: 113-124
[c5]Joshua Murphy, Conor Rosato, Andrew Millard, Lee Devlin, Paul R. Horridge, Simon Maskell:
HESS-MC2: Sequential Monte Carlo Squared Using Hessian Information and Second Order Proposals. MLSP 2025: 1-6
[i5]Andrew Millard, Joshua Murphy, Daniel Frisch, Simon Maskell:
Incorporating the ChEES Criterion into Sequential Monte Carlo Samplers. CoRR abs/2504.02627 (2025)
[i4]Andrew Millard, Joshua Murphy, Simon Maskell, Zheng Zhao:
Utilising Gradient-Based Proposals Within Sequential Monte Carlo Samplers for Training of Partial Bayesian Neural Networks. CoRR abs/2505.03797 (2025)
[i3]Andrew Millard, Zheng Zhao, Joshua Murphy, Simon Maskell:
Humble your Overconfident Networks: Unlearning Overfitting via Sequential Monte Carlo Tempered Deep Ensembles. CoRR abs/2505.11671 (2025)
[i2]Joshua Murphy, Conor Rosato, Andrew Millard, Lee Devlin, Paul R. Horridge, Simon Maskell:
Hess-MC2: Sequential Monte Carlo Squared using Hessian Information and Second Order Proposals. CoRR abs/2507.07461 (2025)- 2024
[c4]Joshua Murphy
, Conor Rosato
, Andrew Millard, Simon Maskell:
Parameterizing Hierarchical Particle Filters with Concept Drift for Time-varying Parameter Estimation. APSIPA 2024: 1-6
[c3]Conor Rosato, Joshua Murphy
, Alessandro Varsi, Paul R. Horridge, Simon Maskell:
Enhanced SMC2: Leveraging Gradient Information from Differentiable Particle Filters Within Langevin Proposals. MFI 2024: 1-8
[i1]Conor Rosato, Joshua Murphy, Alessandro Varsi, Paul R. Horridge, Simon Maskell:
Enhanced SMC2: Leveraging Gradient Information from Differentiable Particle Filters Within Langevin Proposals. CoRR abs/2407.17296 (2024)- 2023
[j1]Oguzhan Topsakal, Tahir Cetin Akinci
, Joshua Murphy
, Taylor Lee-James Preston, Mehmet Mazhar Çelikoyar:
Detecting Facial Landmarks on 3D Models Based on Geometric Properties - A Review of Algorithms, Enhancements, Additions and Open-Source Implementations. IEEE Access 11: 25593-25603 (2023)
[c2]Conor Rosato
, Alessandro Varsi, Joshua Murphy, Simon Maskell:
An O(log2 N) SMC2 Algorithm on Distributed Memory with an Approx. Optimal L-Kernel. SDF-MFI 2023: 1-8
2010 – 2019
- 2018
[c1]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:
Small Group Learning Activities in Systems and Control Theory using Fidget Cars. ACC 2018: 352-359
Coauthor Index

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