Elan Van Biljon

According to our database1, Elan Van Biljon authored at least 8 papers between 2018 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks.
Pattern Recognit. Lett., 2020

Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages.
CoRR, 2020

On Optimal Transformer Depth for Low-Resource Language Translation.
Proceedings of the 1st AfricaNLP Workshop Proceedings, 2020


A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020


2019
Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018
Critical initialisation for deep signal propagation in noisy rectifier neural networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018


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