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Francois Kamper
Francois Kamper
Senior Data Scientist Swiss Data Science Center EPFL
Verified email at epfl.ch
Title
Cited by
Cited by
Year
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
122020
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
42020
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
42017
Regularized Gaussian belief propagation
F Kamper, JA Du Preez, SJ Steel, S Wagner
Statistics and Computing 28, 653-672, 2018
32018
Outlier detection based on extreme value theory and applications
S Bhattacharya, F Kamper, J Beirlant
Scandinavian Journal of Statistics 50 (3), 1466-1502, 2023
22023
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
Optimal projections for Gaussian discriminants
DP Hofmeyr, F Kamper, MC Melonas
Advances in Data Analysis and Classification 17 (1), 43-73, 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
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