Synbols: Probing Learning Algorithms with Synthetic Datasets.
Alexandre LacostePau Rodríguez LópezFrederic Branchaud-CharronParmida AtighehchianMassimo CacciaIssam Hadj LaradjiAlexandre DrouinMatt CraddockLaurent CharlinDavid VázquezPublished in: NeurIPS (2020)
Keyphrases
- synthetic datasets
- learning algorithm
- real life
- real dataset
- experimental study
- real world
- machine learning algorithms
- synthetic data
- learning problems
- machine learning
- active learning
- training data
- learning scheme
- deep architectures
- learning tasks
- original data
- supervised learning
- learning models
- data sets
- learning rate
- learning process
- reinforcement learning
- computer vision
- training samples
- efficient learning
- decision tree learning