Fairness without Demographics through Shared Latent Space-Based Debiasing.
Rashidul IslamHuiyuan ChenYiwei CaiPublished in: AAAI (2024)
Keyphrases
- latent space
- latent variables
- low dimensional
- gaussian process
- lower dimensional
- parameter space
- gaussian processes
- dimensionality reduction
- probabilistic latent semantic analysis
- generative model
- matrix factorization
- feature space
- high dimensional
- gaussian process latent variable models
- principal component analysis
- gaussian mixture
- transfer learning
- distance metric
- high dimensional data
- data sets
- pairwise
- text classification
- random projections
- probabilistic model
- prior knowledge
- data analysis