| 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 | 30 | 2019 |
| A meta-analysis of research in random forests for classification A Pretorius, S Bierman, SJ Steel 2016 Pattern Recognition Association of South Africa and Robotics and …, 2016 | 25 | 2016 |
| 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, 5722-5731, 2018 | 16 | 2018 |
| On optimal transformer depth for low-resource language translation E Van Biljon, A Pretorius, J Kreutzer arXiv preprint arXiv:2004.04418, 2020 | 13 | 2020 |
| Learning dynamics of linear denoising autoencoders A Pretorius, S Kroon, H Kamper International Conference on Machine Learning, 2018 | 10 | 2018 |
| Human decision making and artificial intelligence: a comparison in the domain of sports prediction A Pretorius, DA Parry Proceedings of the Annual Conference of the South African Institute of …, 2016 | 9 | 2016 |
| A bias-variance analysis of ensemble learning for classification A Pretorius, S Bierman, SJ Steel Annual Proceedings of the South African Statistical Association Conference …, 2016 | 4 | 2016 |
| On the expected behaviour of noise regularised deep neural networks as Gaussian processes A Pretorius, H Kamper, S Kroon Pattern Recognition Letters 138, 75-81, 2020 | 3 | 2020 |
| Mava: a research framework for distributed multi-agent reinforcement learning A Pretorius, K Tessera, AP Smit, C Formanek, SJ Grimbly, K Eloff, ... arXiv preprint arXiv:2107.01460, 2021 | 1 | 2021 |
| 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 Plessis, ... arXiv preprint arXiv:2010.07777, 2020 | 1 | 2020 |
| 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 | 1 | 2020 |
| Testing smart contracts A Leid Stellenbosch: Stellenbosch University., 2020 | 1 | 2020 |
| Stabilising priors for robust Bayesian deep learning F McGregor, A Pretorius, J Preez, S Kroon arXiv preprint arXiv:1910.10386, 2019 | 1 | 2019 |
| Advances in random forests with application to classification A Pretorius Stellenbosch: Stellenbosch University, 2016 | 1 | 2016 |
| Robust and Scalable SDE Learning: A Functional Perspective S Cameron, T Cameron, A Pretorius, S Roberts arXiv preprint arXiv:2110.05167, 2021 | | 2021 |
| 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, ... | | 2020 |
| On noise regularised neural networks: initialisation, learning and inference A Pretorius Stellenbosch: Stellenbosch University, 2019 | | 2019 |
| A boy with haemophilia and high titres of inhibitors presenting with a spate of complicated and costly admissions: a case report and management plan 28 PO 868 M COETZEE, R NICHOL, E VAN DER WESTHUIZEN, A PRETORIUS, ... Haemophilia 12, 2006 | | 2006 |
Herman KamperStellenbosch UniversityVerified email at sun.ac.za
