Latent Energy-Based Odyssey: Black-Box Optimization via Expanded Exploration in the Energy-Based Latent Space.
Peiyu YuDinghuai ZhangHengzhi HeXiaojian MaRuiyao MiaoYifan LuYasi ZhangDeqian KongRuiqi GaoJianwen XieGuang ChengYing Nian WuPublished in: CoRR (2024)
Keyphrases
- black box
- latent space
- latent variables
- gaussian process
- latent variable models
- low dimensional
- white box
- black boxes
- lower dimensional
- gaussian processes
- generative model
- dimensionality reduction
- high dimensional
- feature space
- probabilistic model
- manifold learning
- gaussian mixture
- distance metric
- gaussian process latent variable models
- matrix factorization
- parameter space
- probabilistic latent semantic analysis
- machine learning
- missing data
- high dimensional data
- principal component analysis
- nearest neighbor
- data points
- active learning
- face recognition