‪Kwanda Ngwenduna‬ - ‪Google Scholar‬

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Citations	22	21
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Co-authors

Rendani MbuvhaDeepMind Academic Fellow, Queen Mary University of LondonVerified email at wits.ac.za

Kwanda Ngwenduna

Kwanda Ngwenduna

Head of Actuarial

Verified email at landbank.co.za

Machine Learning Actuarial Science Deep Learning Generative Models


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Alleviating class imbalance in actuarial applications using generative adversarial networks KS Ngwenduna, R Mbuvha Risks 9 (3), 49, 2021	18	2021
An investigation into life assurance markets in Africa KS Ngwenduna, MG Hayes, J Angove Actuarial Society of South Africa’s 2015 Convention 27, 17-18, 2015	4	2015
Alleviating Class Imbalance in Actuarial Applications Using Generative Adversarial Networks. Risks 9: 49 KS Ngwenduna, R Mbuvha s Note: MDPI stays neu-tral with regard to jurisdictional clai-ms in …, 2021		2021
A comparative study of the Wasserstein Distance Generative Adversarial Network and SMOTE density-based over-sampling approaches in addressing class imbalance KS Ngwenduna

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