MLCV: Bridging Machine-Learning-Based Dimensionality Reduction and Free-Energy Calculation.
Haochuan ChenHan LiuHeying FengHaohao FuWensheng CaiXueguang ShaoChristophe ChipotPublished in: J. Chem. Inf. Model. (2022)
Keyphrases
- free energy
- dimensionality reduction
- machine learning
- belief propagation
- pattern recognition
- feature selection
- high dimensional
- low dimensional
- feature extraction
- upper bound
- competitive learning
- principal component analysis
- unsupervised learning
- fixed point
- posterior distribution
- feature space
- high dimensional data
- support vector machine
- approximate inference
- active learning
- information extraction
- model selection
- text classification
- energy minimization
- message passing
- pairwise
- least squares
- data points