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Elan van Biljon
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Participatory research for low-resourced machine translation: A case study in african languages
W Nekoto, V Marivate, T Matsila, T Fasubaa, T Kolawole, T Fagbohungbe, ...
arXiv preprint arXiv:2010.02353, 2020
1242020
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks
R Eloff, A Nortje, B van Niekerk, A Govender, L Nortje, A Pretorius, ...
arXiv preprint arXiv:1904.07556, 2019
572019
Masakhane--Machine Translation For Africa
I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, JT Ali, ...
arXiv preprint arXiv:2003.11529, 2020
492020
On optimal transformer depth for low-resource language translation
E Van Biljon, A Pretorius, J Kreutzer
arXiv preprint arXiv:2004.04418, 2020
262020
Critical initialisation for deep signal propagation in noisy rectifier neural networks
A Pretorius, E Van Biljon, S Kroon, H Kamper
Advances in Neural Information Processing Systems 31, 2018
182018
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning
A Pretorius, S Cameron, E Van Biljon, T Makkink, S Mawjee, J du Plessis, ...
Advances in neural information processing systems 33, 9983-9994, 2020
102020
Alp Íktem, Wole Akin, Ghollah Kioko, Kevin Degila, Herman Kamper, Bonaventure Dossou, Chris Emezue, Kelechi Ogueji, and Abdallah Bashir. 2020
I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, JT Ali, ...
Masakhane-machine translation for africa. CoRR, abs, 2003
102003
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks
A Pretorius, E Van Biljon, B van Niekerk, R Eloff, M Reynard, S James, ...
Pattern Recognition Letters 138, 95-105, 2020
32020
Learning to communicate through imagination with model-based deep multi-agent reinforcement learning
A Pretorius, S Cameron, AP Smit, E van Biljon, L Francis, F Azeez, ...
12020
MASAKHANE-MACHINE TRANSLATION FOR AFRICA
L Martinus, JT Ali, J Abbott, V Marivate, S Kabongo, M Meressa, ...
arXiv preprint arXiv:2003.11529, 2020
12020
Initialisation of noise-regularised neural networks
E Van Biljon
Stellenbosch: Stellenbosch University, 2021
2021
Creating Intelligent Agents with Reinforcement Learning
E VAN Biljon
University of Stellenbosch, 2017
2017
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Articles 1–12