Center-outward quantiles and the measurement of multivariate risk J Beirlant, S Buitendag, E Del Barrio, M Hallin, F Kamper Insurance: Mathematics and Economics 95, 79-100, 2020 | 17 | 2020 |
Regularized Gaussian belief propagation with nodes of arbitrary size F Kamper, SJ Steel, JA Du Preez Journal of Machine Learning Research 21 (101), 1-42, 2020 | 4 | 2020 |
An empirical study of Gaussian belief propagation and application in the detection of F-formations F Kamper Proceedings of the ACM Multimedia 2017 Workshop on South African Academic …, 2017 | 4 | 2017 |
Regularized Gaussian belief propagation F Kamper, JA Du Preez, SJ Steel, S Wagner Statistics and Computing 28, 653-672, 2018 | 3 | 2018 |
Outlier detection based on extreme value theory and applications S Bhattacharya, F Kamper, J Beirlant Scandinavian Journal of Statistics 50 (3), 1466-1502, 2023 | 2 | 2023 |
Optimal projections for Gaussian discriminants DP Hofmeyr, F Kamper, MC Melonas Advances in Data Analysis and Classification 17 (1), 43-73, 2023 | 1 | 2023 |
Optimal Projections for Classification with Naive Bayes DP Hofmeyr, F Kamper, MM Melonas arXiv preprint arXiv:2409.05635, 2024 | | 2024 |
Towards an unsupervised generic seismic detector for hazardous mass-movements: a data-driven approach P Paitz, M Chmiel, L Husmann, M Volpi, F Kamper, F Walter EGU General Assembly Conference Abstracts, EGU-6300, 2023 | | 2023 |
On the Convergence of Gaussian Belief Propagation with Nodes of Arbitrary Size F Kamper, SJ Steel, JA du Preez Journal of Machine Learning Research 20, 1-37, 2019 | | 2019 |
Regularised Gaussian belief propagation F Kamper Stellenbosch: Stellenbosch University, 2018 | | 2018 |