Performance of Deep Learning Algorithms vs. Shallow Models, in Extreme Conditions - Some Empirical Studies.
Samik BanerjeePrateep BhattacharjeeSukhendu DasPublished in: PReMI (2017)
Keyphrases
- support vector
- training examples
- empirical studies
- real world data sets
- empirical analysis
- learning algorithm
- statistical models
- prior knowledge
- machine learning
- natural language
- active learning
- wall street journal
- deep architectures
- uci datasets
- learning models
- experimental data
- natural language processing
- information extraction
- genetic algorithm
- information retrieval