Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization.
James OldfieldMarkos GeorgopoulosGrigorios G. ChrysosChristos TzelepisYannis PanagakisMihalis A. NicolaouJiankang DengIoannis PatrasPublished in: CoRR (2024)
Keyphrases
- expert advice
- domain experts
- human experts
- highly scalable
- higher order
- singular value decomposition
- mixture model
- matrix factorization
- subject matter experts
- principal component analysis
- expert systems
- expert knowledge
- gaussian mixture model
- expectation maximization
- domain specific
- video sequences
- tensor factorization
- tensor decomposition
- expert finding
- web scale
- high order
- lightweight
- maximum likelihood
- recommender systems