Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data.
Erik McDermottGeorg HeigoldPedro J. MorenoAndrew W. SeniorMichiel BacchianiPublished in: INTERSPEECH (2014)
Keyphrases
- big data
- stochastic optimization
- neural network
- training process
- cloud computing
- data processing
- social media
- data management
- multistage
- data analysis
- unstructured data
- big data analytics
- knowledge discovery
- business intelligence
- data science
- vast amounts of data
- information processing
- training data
- data driven decision making
- training samples
- robust optimization
- genetic algorithm
- data warehousing
- case based reasoning
- training set
- support vector
- massive data
- business analytics
- reinforcement learning
- artificial intelligence
- data mining