CELLS: Cost-Effective Evolution in Latent Space for Goal-Directed Molecular Generation.
Zhiyuan ChenXiaomin FangFan WangXiaotian FanHua WuHaifeng WangPublished in: CoRR (2021)
Keyphrases
- cost effective
- goal directed
- latent space
- low cost
- latent variables
- low dimensional
- cost effectiveness
- lower dimensional
- gaussian process
- autonomous robots
- dimensionality reduction
- parameter space
- high dimensional
- manifold learning
- generative model
- gaussian process latent variable models
- gaussian processes
- feature space
- distance metric
- probabilistic model
- pattern recognition