Robust and scalable learning of data manifolds with complex topologies via ElPiGraph.
Luca AlberganteEvgeny M. MirkesHuidong ChenAlexis MartinLouis FaureEmmanuel BarillotLuca PinelloAlexander N. GorbanAndrei Yu. ZinovyevPublished in: CoRR (2018)
Keyphrases
- complex data
- data sets
- data collection
- raw data
- original data
- learning process
- background knowledge
- missing data
- training data
- experimental data
- data analysis
- prior knowledge
- database
- statistical analysis
- data processing
- learning systems
- synthetic data
- knowledge acquisition
- learning algorithm
- reinforcement learning
- bayesian methods
- data quality
- complex queries
- decision trees
- data distribution
- spatial data
- knowledge discovery
- data points
- bayesian networks
- high level