2024
Varsi, A., Devlin, L., Horridge, P., & Maskell, S. (2024). A General-Purpose Fixed-Lag No-U-Turn Sampler for Nonlinear Non-Gaussian State Space Models. IEEE Transactions on Aerospace and Electronic Systems, 1-16. doi:10.1109/taes.2024.3374720DOI: 10.1109/taes.2024.3374720
2023
An O(log<sub>2</sub> N) SMC<sup>2</sup> Algorithm on Distributed Memory with an Approx. Optimal L-Kernel (Conference Paper)
Rosato, C., Varsi, A., Murphy, J., & Maskell, S. (2023). An O(log<sub>2</sub> N) SMC<sup>2</sup> Algorithm on Distributed Memory with an Approx. Optimal L-Kernel. In 2023 IEEE Symposium Sensor Data Fusion and International Conference on Multisensor Fusion and Integration (SDF-MFI). IEEE. doi:10.1109/sdf-mfi59545.2023.10361452DOI: 10.1109/sdf-mfi59545.2023.10361452
A Shared Memory SMC Sampler for Decision Trees (Conference Paper)
Drousiotis, E., Varsi, A., Spirakis, P. G., & Maskell, S. (2023). A Shared Memory SMC Sampler for Decision Trees. In 2023 IEEE 35th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD). IEEE. doi:10.1109/sbac-pad59825.2023.00030DOI: 10.1109/sbac-pad59825.2023.00030
2022
Fare, C., Fenner, P., Benatan, M., Varsi, A., & Pyzer-Knapp, E. O. O. (2022). A multi-fidelity machine learning approach to high throughput materials screening. NPJ COMPUTATIONAL MATERIALS, 8(1). doi:10.1038/s41524-022-00947-9DOI: 10.1038/s41524-022-00947-9
2021
Varsi, A., Maskell, S., & Spirakis, P. G. (n.d.). An O(log2N) Fully-Balanced Resampling Algorithm for Particle Filters on Distributed Memory Architectures. Algorithms, 14(12), 342. doi:10.3390/a14120342DOI: 10.3390/a14120342
Varsi, A. (2021, June 23). Streaming Multi-core Sample-based Bayesian Analysis.
2020
Varsi, A., Taylor, J., Kekempanos, L., Pyzer Knapp, E., & Maskell, S. (2020). A Fast Parallel Particle Filter for Shared Memory Systems. IEEE Signal Processing Letters, 27, 1570-1574. doi:10.1109/LSP.2020.3014035DOI: 10.1109/LSP.2020.3014035
2019
Varsi, A., Kekempanos, L., Thiyagalingam, J., & Maskell, S. (2019). A Single SMC Sampler on MPI that Outperforms a Single MCMC Sampler. Retrieved from http://arxiv.org/abs/1905.10252v1
2017
Parallelising Particle Filters with Deterministic Runtime on Distributed Memory Systems (Conference Paper)
Varsi, A., Kekempanos, L., Thiyagalingam, J., & Maskell, S. (2017). Parallelising Particle Filters with Deterministic Runtime on Distributed Memory Systems. In IET 3rd International Conference on Intelligent Signal Processing (ISP 2017). Institution of Engineering and Technology. doi:10.1049/cp.2017.0357DOI: 10.1049/cp.2017.0357