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Mbuvha, Rendani
87  Ergebnisse:
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1

Open problems in causal structure learning: A case study of..:

Constantinou, Anthony ; Kitson, Neville K. ; Liu, Yang...
Expert Systems with Applications.  234 (2023)  - p. 121069 , 2023
Link: https://doi.org/10.1016/..
 
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2

Bayesian neural network inference in wind speed nowcasting:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 109-122 , 2023
Link: https://doi.org/10.1016/..
 
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3

Adaptive Shadow Hamiltonian Monte Carlo:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 83-90 , 2023
Link: https://doi.org/10.1016/..
 
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4

A novel workflow for streamflow prediction in the presence ..:

Mbuvha, Rendani ; Adounkpe, Julien Y.P. ; Houngnibo, Mandela C.M....
Environmental Data Science.  2 (2023)  - p. , 2023
Link: https://doi.org/10.1017/..
 
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5

Antithetic Hamiltonian Monte Carlo techniques:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 101-108 , 2023
Link: https://doi.org/10.1016/..
 
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6

Shadow Magnetic Hamiltonian Monte Carlo:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 73-82 , 2023
Link: https://doi.org/10.1016/..
 
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7

Sampling benchmarks and performance metrics:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 31-40 , 2023
Link: https://doi.org/10.1016/..
 
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8

Conclusions:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 159-162 , 2023
Link: https://doi.org/10.1016/..
 
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9

Quantum-inspired magnetic Hamiltonian Monte Carlo:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 53-62 , 2023
Link: https://doi.org/10.1016/..
 
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10

Bayesian inference of local government audit outcomes:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 149-158 , 2023
Link: https://doi.org/10.1016/..
 
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11

Stochastic volatility Metropolis-Hastings:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 41-52 , 2023
Link: https://doi.org/10.1016/..
 
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12

A Signature Transform of Limit Order Book Data for Stock Pr..:

Sidogi, Thendo ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani..
IEEE Access.  11 (2023)  - p. 70598-70609 , 2023
Link: https://doi.org/10.1109/..
 
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13

Preface:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Tsakane Mongwe, Wilson ; Mbuvha, Rendani - p. xxv-xxvi , 2023
Link: https://doi.org/10.1016/..
 
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14

Generalised magnetic and shadow Hamiltonian Monte Carlo:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 63-72 , 2023
Link: https://doi.org/10.1016/..
 
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15

Probabilistic inference of equity option prices under jump-..:

, In: Hamiltonian Monte Carlo Methods in Machine Learning,
Marwala, Tshilidzi ; Mongwe, Wilson Tsakane ; Mbuvha, Rendani - p. 139-147 , 2023
Link: https://doi.org/10.1016/..
 
1-15