Aaron C. Courville
Université de Montréal
1 paper in the Anchorcite directory, published in 2013, cited 13,369 times in total.
ORCID profileResearch topics
- Neural Networks and Applications · 1 paper
- Domain Adaptation and Few-Shot Learning · 1 paper
- Face and Expression Recognition · 1 paper
Frequent co-authors
- Yoshua Bengio · 1 paper
Papers
- Representation Learning: A Review and New PerspectivesIEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 13,369 citations
The success of machine learning algorithms generally depends on data representation, and we hypothesize that this is because different representations can entangle and hide more or less the different explanatory factors of variation behind the data. Although specific domain knowledge…
Metadata from OpenAlex (CC0).