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Rendani Mbuvha
Rendani Mbuvha
DeepMind Academic Fellow, Queen Mary University of London
Verified email at wits.ac.za - Homepage
Title
Cited by
Cited by
Year
Bayesian inference of COVID-19 spreading rates in South Africa
R Mbuvha, T Marwala
PLoS One 15 (8), e0237126--, 2020
702020
Forecasting hourly global horizontal solar irradiance in South Africa using machine learning models
T Mutavhatsindi, C Sigauke, R Mbuvha
IEEE Access 8, 198872-198885, 2020
602020
Bayesian neural networks for one-hour ahead wind power forecasting
R Mbuvha, M Jonsson, N Ehn, P Herman
2017 IEEE 6th International conference on renewable energy research and …, 2017
322017
Healing Products of Gaussian Process Experts
S Cohen, R Mbuvha, T Marwala, MP Deisenroth
International Conference on Machine Learning (ICML), 2020
282020
Short-term wind speed forecasting using statistical and machine learning methods
LO Daniel, C Sigauke, C Chibaya, R Mbuvha
Algorithms 13 (6), 132, 2020
222020
Separable shadow Hamiltonian hybrid Monte Carlo for Bayesian neural network inference in wind speed forecasting
R Mbuvha, WT Mongwe, T Marwala
Energy and AI 6, 100108, 2021
212021
On data-driven management of the covid-19 outbreak in south africa. medRxiv
R Mbuvha, T Marwala
medRxiv, 2020
192020
Alleviating class imbalance in actuarial applications using generative adversarial networks
KS Ngwenduna, R Mbuvha
Risks 9 (3), 49, 2021
182021
Bayesian automatic relevance determination for feature selection in credit default modelling
R Mbuvha, I Boulkaibet, T Marwala
International Conference on Artificial Neural Networks, 420-425, 2019
17*2019
Antithetic magnetic and shadow hamiltonian monte carlo
WT Mongwe, R Mbuvha, T Marwala
IEEE Access 9, 49857-49867, 2021
162021
Bayesian neural networks for short term wind power forecasting
R Mbuvha
152017
Stock price prediction using sentiment analysis
T Sidogi, R Mbuvha, T Marwala
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 46-51, 2021
122021
Magnetic Hamiltonian Monte Carlo with partial momentum refreshment
WT Mongwe, R Mbuvha, T Marwala
IEEE Access 9, 108009-108016, 2021
112021
Bayesian inference of local government audit outcomes
WT Mongwe, R Mbuvha, T Marwala
Plos one 16 (12), e0261245, 2021
102021
On the performance of network parallel training in artificial neural networks
L Ericson, R Mbuvha
arXiv preprint arXiv:1701.05130, 2017
92017
Quantum-inspired magnetic hamiltonian monte carlo
WT Mongwe, R Mbuvha, T Marwala
Plos one 16 (10), e0258277, 2021
82021
A hybrid ga-pso adaptive neuro-fuzzy inference system for short-term wind power prediction
R Mbuvha, I Boulkaibet, T Marwala, FB de Lima Neto
Advances in Swarm Intelligence: 9th International Conference, ICSI 2018 …, 2018
82018
Adaptive magnetic hamiltonian monte carlo
WT Mongwe, R Mbuvha, T Marwala
IEEE Access 9, 152993-153003, 2021
72021
Adaptively setting the path length for separable shadow Hamiltonian hybrid Monte Carlo
WT Mongwe, R Mbuvha, T Marwala
IEEE Access 9, 138598-138607, 2021
72021
Antithetic riemannian manifold and quantum-inspired hamiltonian monte carlo
WT Mongwe, R Mbuvha, T Marwala
arXiv preprint arXiv:2107.02070, 2021
72021
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