LAST: Latent Space-Assisted Adaptive Sampling for Protein Trajectories.
Hao TianXi JiangSian XiaoHunter La ForceEric C. LarsonPeng TaoPublished in: J. Chem. Inf. Model. (2023)
Keyphrases
- adaptive sampling
- latent space
- latent variables
- monte carlo
- low dimensional
- random sampling
- gaussian process
- dimensionality reduction
- lower dimensional
- generative model
- parameter space
- feature space
- matrix factorization
- gaussian processes
- manifold learning
- high dimensional
- gaussian process latent variable models
- probabilistic latent semantic analysis
- hyperparameters
- high dimensional spaces
- distance metric
- high dimensional data
- transfer learning
- random variables
- feature selection
- text categorization
- sampling methods
- data points
- machine learning