| Generalised rational approximation and its application to improve deep learning classifiers V Peiris, N Sharon, N Sukhorukova, J Ugon Applied Mathematics and Computation 389, 125560, 2021 | 22 | 2021 |
| Multivariate approximation by polynomial and generalized rational functions R Díaz Millán, V Peiris, N Sukhorukova, J Ugon Optimization 71 (4), 1171-1187, 2022 | 11 | 2022 |
| Rational approximation and its application to improving deep learning classifiers V Peiris, N Sharon, NSJ Ugon arXiv preprint arXiv:2002.11330, 2020 | 5 | 2020 |
| The extension of the linear inequality method for generalized rational Chebyshev approximation to approximation by general quasilinear functions V Peiris, N Sukhorukova Optimization 71 (4), 999-1019, 2022 | 4 | 2022 |
| Rational and generalised rational Chebyshev approximation problems and their applications V Peiris Bulletin of the Australian Mathematical Society 107 (2), 349-350, 2023 | 2 | 2023 |
| Rational activation functions in neural network with uniform norm based loss function and its application in classification V Peiris Comm. Optim. Theory 2022, 2022 | 2 | 2022 |
| Flexible rational approximation and its application for matrix functions N Sharon, V Peiris, N Sukhorukova, J Ugon arXiv preprint arXiv:2108.09357, 2021 | 2 | 2021 |
| Deep Learning with Nonsmooth Objectives V Peiris, N Sukhorukova, V Roshchina arXiv preprint arXiv:2107.08800, 2021 | 1 | 2021 |
| Best free knot linear spline approximation and its application to neural networks V Peiris, DK Pham, N Sukhorukova arXiv preprint arXiv:2404.00008, 2024 | | 2024 |
| Fine-scale monitoring of insecticide resistance in Aedes aegypti (Diptera: Culicidae) from Sri Lanka and modeling the phenotypic resistance using rational … BAN Mendis, V Peiris, WAK Harshani, HSD Fernando, B de Silva Parasites & Vectors 17 (1), 18, 2024 | | 2024 |
| A comparison of rational and neural network based approximations V Peiris, RD Millan, N Sukhorukova, J Ugon arXiv preprint arXiv:2303.04436, 2023 | | 2023 |
| Rational activation functions in neural networks with uniform based loss functions and its application in classification V Peiris arXiv preprint arXiv:2111.02602, 2021 | | 2021 |
