Laplacian Auto-Encoders: An explicit learning of nonlinear data manifold.
Kui JiaLin SunShenghua GaoZhan SongBertram E. ShiPublished in: Neurocomputing (2015)
Keyphrases
- data sets
- data structure
- raw data
- prior knowledge
- data analysis
- human experts
- data collection
- database
- training data
- learning algorithm
- reinforcement learning
- high quality
- data processing
- noisy data
- missing data
- learning systems
- unsupervised learning
- background knowledge
- data quality
- end users
- data sources
- learning process
- feature space
- learning tasks
- spatial data
- learning models
- high dimensional data
- input data
- supervised learning
- image data
- knowledge discovery
- data points
- xml documents