EpLSA: Synergy of Expert-prefix Mixtures and Task-Oriented Latent Space Adaptation for Diverse Generative Reasoning.
Fujun ZhangXiangdong SuJiang LiRong YanGuanglai GaoPublished in: LREC/COLING (2024)
Keyphrases
- latent space
- generative model
- gaussian process latent variable models
- mixture model
- gaussian mixture
- low dimensional
- latent variables
- gaussian process
- high dimensional
- lower dimensional
- expectation maximization
- dimensionality reduction
- manifold learning
- gaussian processes
- em algorithm
- data sets
- distance metric
- parameter space
- density estimation
- high dimensional data
- bayesian framework
- transfer learning
- feature space
- gaussian mixture model
- matrix factorization
- probabilistic latent semantic analysis
- feature extraction
- maximum likelihood
- graphical models
- collaborative filtering
- probabilistic model
- prior knowledge
- feature selection