Simon Osindero
University of Toronto
1 paper in the Anchorcite directory, published in 2006, cited 16,600 times in total.
Research topics
- Neural Networks and Applications · 1 paper
- Domain Adaptation and Few-Shot Learning · 1 paper
- Generative Adversarial Networks and Image Synthesis · 1 paper
Frequent co-authors
- Geoffrey E. Hinton · 1 paper
- Yee‐Whye Teh · 1 paper
Papers
- A Fast Learning Algorithm for Deep Belief NetsNeural Computation · 2006 · 16,600 citations
We show how to use "complementary priors" to eliminate the explaining-away effects that make inference difficult in densely connected belief nets that have many hidden layers. Using complementary priors, we derive a fast, greedy algorithm that can learn deep, directed…
Metadata from OpenAlex (CC0).