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Dr. Rendani Mbuvha is a lecturer in Statistics and Actuarial Science at the University of Witwatersrand, Johannesburg, South Africa. He is a qualified Actuary and a holder of the Chartered Enterprise Risk Actuary designation. He holds a BSc with Honors in Actuarial Science and Statistics from the University of Cape Town, an MSc in Machine Learning from KTH, Royal Institute of Technology in Sweden, and a Ph.D. in Probabilistic Parameter Inference at the University of Johannesburg. He was a
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Téléchargez le livre : Hamiltonian Monte Carlo Methods in Machine Learning
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Hamiltonian Monte Carlo Methods in Machine Learning

Tshilidzi Marwala , Rendani Mbuvha , Wilson Tsakane Mongwe

Academic Press

2023-02-03

epub sans DRM

Hamiltonian Monte Carlo Methods in Machine Learning introduces methods for optimal tuning of HMC parameters, along with an introduction of Shadow and Non-canonical HMC methods with improvements and speedup. Lastly, the authors address the critical...

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