Elan van Biljon
4 papers · 2018–2020 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Deep Learning
(2)
Machine Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Speech & Audio
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
unsupervised learning
(1)
multi-agent reinforcement learning
(1)
mean field theory
(1)
game theory
(1)
machine translation
(1)
multilingual nlp
(1)
speech synthesis
(1)
neural machine translation
(1)
vector quantization
(1)
signal propagation
(1)
stochastic regularization
(1)
low-resource language
(1)
variational autoencoder
(1)
discrete latent variable
(1)
neural vocoder
(1)
common-pool resource
(1)
african language
(1)
acoustic unit discovery
(1)
speech vocoder
(1)
vector quantized variational autoencoder
(1)
Papers
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning
NeurIPS 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
EMNLP 2020
Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks
Interspeech 2019
Critical initialisation for deep signal propagation in noisy rectifier neural networks
NeurIPS 2018