Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure.
Alexander AminiAva P. SoleimanyWilko SchwartingSangeeta N. BhatiaDaniela RusPublished in: AIES (2019)
Keyphrases
- latent structure
- multidimensional scaling
- discriminative learning
- latent variables
- generative model
- topic modeling
- negative matrix factorization
- group activities
- unsupervised manner
- document classification
- latent variable models
- nonnegative matrix factorization
- low dimensional
- latent space
- maximum margin
- efficient learning
- information retrieval
- probability distribution
- feature selection