Rendani Mbuvha

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Markovian Decision

Top Venues

Publications

Rendani Mbuvha, Yassine Yaakoubi, John Bagiliko, Santiago Hincapie Potes, Amal Nammouchi, Sabrina Amrouche
Leveraging AI for Climate Resilience in Africa: Challenges, Opportunities, and the Need for Collaboration. CoRR (2024)
Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
Open problems in causal structure learning: A case study of COVID-19 in the UK. CoRR (2023)
Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Peter O. Olukanmi, Tshilidzi Marwala
A Signature Transform of Limit Order Book Data for Stock Price Prediction. IEEE Access 11 (2023)
Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
Open problems in causal structure learning: A case study of COVID-19 in the UK. Expert Syst. Appl. 234 (2023)
Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala
MphayaNER: Named Entity Recognition for Tshivenda. AfricaNLP (2023)
Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Joshua Tshifhiwa Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala
MphayaNER: Named Entity Recognition for Tshivenda. CoRR (2023)
Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning. IEEE Access 10 (2022)
Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions. SSCI (2022)
Wilson Tsakane Mongwe, Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala
Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes. CIFEr (2022)
Rendani Mbuvha, Julien Yise Peniel Adounkpe, Wilson Tsakane Mongwe, Mandela Houngnibo, Nathaniel Newlands, Tshilidzi Marwala
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic. CoRR (2022)
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Shadow Magnetic Hamiltonian Monte Carlo. IEEE Access 10 (2022)
Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala
Stock Price Prediction Using Sentiment Analysis. SMC (2021)
Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth
Healing Products of Gaussian Processes. CoRR (2021)
Adam Balusik, Jared de Magalhaes, Rendani Mbuvha
Forecasting The JSE Top 40 Using Long Short-Term Memory Networks. CoRR (2021)
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo. CoRR (2021)
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment. IEEE Access 9 (2021)
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Locally Scaled and Stochastic Volatility Metropolis- Hastings Algorithms. Algorithms 14 (12) (2021)
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Adaptive Magnetic Hamiltonian Monte Carlo. IEEE Access 9 (2021)
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Adaptively Setting the Path Length for Separable Shadow Hamiltonian Hybrid Monte Carlo. IEEE Access 9 (2021)
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Utilising Partial Momentum Refreshment in Separable Shadow Hamiltonian Hybrid Monte Carlo. IEEE Access 9 (2021)
Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Antithetic Magnetic and Shadow Hamiltonian Monte Carlo. IEEE Access 9 (2021)
Rendani Mbuvha, Patience Zondo, Aluwani Mauda, Tshilidzi Marwala
Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique. CoRR (2021)
Tendani Mutavhatsindi, Caston Sigauke, Rendani Mbuvha
Forecasting Hourly Global Horizontal Solar Irradiance in South Africa Using Machine Learning Models. IEEE Access 8 (2020)
Lucky O. Daniel, Caston Sigauke, Colin Chibaya, Rendani Mbuvha
Short-Term Wind Speed Forecasting Using Statistical and Machine Learning Methods. Algorithms 13 (6) (2020)
Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection. CoRR (2020)
Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth
Healing Products of Gaussian Process Experts. ICML (2020)
Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling. ICANN (Workshop) (2019)
Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
Automatic Relevance Determination Bayesian Neural Networks for Credit Card Default Modelling. CoRR (2019)
Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala, Fernando Buarque de Lima Neto
A Hybrid GA-PSO Adaptive Neuro-Fuzzy Inference System for Short-Term Wind Power Prediction. ICSI (1) (2018)
Ludvig Ericson, Rendani Mbuvha
On the Performance of Network Parallel Training in Artificial Neural Networks. CoRR (2017)