Efficient Representation Learning for Higher-Order Data With Simplicial Complexes.
Ruochen YangFrederic SalaPaul BogdanPublished in: LoG (2022)
Keyphrases
- higher order
- data sets
- prior knowledge
- high quality
- image data
- data collection
- raw data
- human experts
- data quality
- reinforcement learning
- original data
- data points
- noisy data
- data processing
- learning tasks
- data distribution
- background knowledge
- knowledge acquisition
- supervised learning
- data analysis
- data structure
- bayesian networks
- missing data
- database
- spatial data
- experimental data
- input data
- high order
- data mining techniques
- learning process
- learning models