Unsupervised and Transfer Learning Challenge: a Deep Learning Approach.
Grégoire MesnilYann N. DauphinXavier GlorotSalah RifaiYoshua BengioIan J. GoodfellowErick LavoieXavier MullerGuillaume DesjardinsDavid Warde-FarleyPascal VincentAaron C. CourvilleJames BergstraPublished in: ICML Unsupervised and Transfer Learning (2012)
Keyphrases
- transfer learning
- deep learning
- unsupervised learning
- machine learning
- deep architectures
- semi supervised learning
- restricted boltzmann machine
- weakly supervised
- labeled data
- semi supervised
- deep belief networks
- unsupervised feature learning
- manifold alignment
- text classification
- reinforcement learning
- knowledge transfer
- supervised learning
- cross domain
- active learning
- text categorization
- collaborative filtering
- unlabeled data
- mental models
- model selection
- transfer knowledge
- data sets
- feature selection
- topic models
- expectation maximization
- general purpose
- learning algorithm
- text mining