Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering.
Dogyoon SongChristina E. LeeYihua LiDevavrat ShahPublished in: NIPS (2016)
Keyphrases
- nonparametric regression
- latent variable models
- collaborative filtering
- latent variables
- matrix factorization
- recommender systems
- real valued
- latent space
- pointwise
- latent dirichlet allocation
- hidden markov models
- hidden variables
- random variables
- transfer learning
- dynamical systems
- probabilistic model
- learning problems
- regression model
- gaussian process
- prior knowledge