QBDC: Query by dropout committee for training deep supervised architecture.
Melanie DucoffeFrédéric PreciosoPublished in: CoRR (2015)
Keyphrases
- query expansion
- supervised learning
- query processing
- response time
- database
- search mechanism
- query formulation
- query evaluation
- user queries
- management system
- training set
- supervised training
- deep architectures
- training phase
- keywords
- feature selection
- unsupervised learning
- database queries
- training algorithm
- training process
- keyword search
- real time
- query terms
- data sets
- search engine
- decision trees
- data sources
- relevance feedback
- training examples
- retrieval method
- complex queries
- training samples
- query execution
- artificial neural networks
- natural language interface
- restricted boltzmann machine
- software architecture
- range queries
- feedforward artificial neural networks