A Single SMC Sampler on MPI that Outperforms a Single MCMC Sampler. - Alessandro Varsi; Lykourgos Kekempanos; Jeyarajan Thiyagalingam; Simon Maskell (CoRR, 2019)

A Fast Parallel Particle Filter for Shared Memory Systems. - Alessandro Varsi; Jack Taylor; Lykourgos Kekempanos; Edward Pyzer-Knapp; Simon Maskell (IEEE Signal Process. Lett., 2020)

An O(log2N) Fully-Balanced Resampling Algorithm for Particle Filters on Distributed Memory Architectures. - Alessandro Varsi; Simon Maskell; Paul G. Spirakis (Algorithms, 2021)

A Shared Memory SMC Sampler for Decision Trees. - Efthyvoulos Drousiotis; Alessandro Varsi; Paul G. Spirakis; Simon Maskell (SBAC-PAD, 2023)

An O(log2 N) SMC2 Algorithm on Distributed Memory with an Approx. Optimal L-Kernel. - Conor Rosato; Alessandro Varsi; Joshua Murphy; Simon Maskell (SDF-MFI, 2023)

An SMC Sampler for Decision Trees with Enhanced Initial Proposal for Stochastic Metaheuristic Optimization. - Efthyvoulos Drousiotis; Alessandro Varsi; Paul G. Spirakis; Simon Maskell (LION, 2024)

Conditional Importance Resampling for an Enhanced Sequential Monte Carlo Sampler. - Soodeh Habibi; Efthyvoulos Drousiotis; Alessandro Varsi; Simon Maskell; Robert E. Moore; Paul G. Spirakis (LION, 2024)

Enhanced SMC2: Leveraging Gradient Information from Differentiable Particle Filters Within Langevin Proposals. - Conor Rosato; Joshua Murphy; Alessandro Varsi; Paul R. Horridge; Simon Maskell (MFI, 2024)

A General-Purpose Fixed-Lag No U-Turn Sampler for Nonlinear Non-Gaussian State Space Models. - Alessandro Varsi; Lee Devlin; Paul R. Horridge; Simon Maskell (IEEE Trans. Aerosp. Electron. Syst., 2024)

Adversarial Attacks on Trees: Size Matters. - Efthyvoulos Drousiotis; Soodeh Habibi; Alessandro Varsi; Simon Maskell; Paul G. Spirakis; Tom Lovett (AIAI (1), 2025)