Dr Taurai Muvunza

Research

Deep Learning, Machine Learning, Probabilistic Graphical Models, Economics and Finance

Publications

Publications of specific relevance to the Centre for Probability, Statistics and Data Science

2025

Cauchy Graph Convolutional Networks
Muvunza T Li Y Kuruoglu EE
International Journal of Approximate Reasoning, Elsevier vol. 186 

DOI 10.1016/j.ijar.2025.109517

QMRO

01-11-2025

MINERVA: Mutual Information Neural Estimation for Supervised Feature Selection
In Arxiv 
06-10-2025

2024

Cauchy Graphical Models
Muvunza T Kuruoglu E Li Y
The 12th International Conference on Probabilistic Models. 
30-06-2024

Stable Probabilistic Graphical Models for Systemic Risk Estimation
Muvunza T Li Y Kuruoglu EE
2024 IEEE Conference on Artificial Intelligence (CAI). vol. 00, 1340-1345.  

DOI 10.1109/cai59869.2024.00238

27-06-2024

2023

Session-based recommendation with temporal dynamics for large volunteer networks
Muvunza T Li Y
Journal of Intelligent Information Systems, Springer Nature vol. 61 (3), 901-922.  

DOI 10.1007/s10844-023-00801-4

07-07-2023

2021

Determinants and hedging effectiveness of China's sovereign credit default swaps
Muvunza T Jiang Y
International Journal of Finance & Economics, Wiley vol. 28 (2), 2074-2087.  

DOI 10.1002/ijfe.2526

02-02-2021

2020

Disturbing the Peace: Anatomy of the Hostile Takeover of China Vanke Co
In Arxiv 

DOI 10.48550/arxiv.2003.06019

10-03-2020

An $\alpha$-Stable Approach to Modelling Highly Speculative Assets and Cryptocurrencies
In Arxiv 

DOI 10.48550/arxiv.2002.09881

23-02-2020

An Alpha-Stable Approach to Modelling Highly Speculative Assets and Cryptocurrencies
Muvunza T
In Ssrn Electronic Journal 

DOI 10.2139/ssrn.3505859

01-01-2020

Disturbing the Peace: Anatomy of the Hostile Takeover of China Vanke Co.
Muvunza T Frantz TL
In Ssrn Electronic Journal 

DOI 10.2139/ssrn.3547244

Research Group

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