A Formal Model for Fault Tolerant Parallel Matrix Factorization.
Camille CotiLaure PetrucciDaniel Alberto Torres GonzálezPublished in: ICECCS (2022)
Keyphrases
- formal model
- fault tolerant
- matrix factorization
- fault tolerance
- collaborative filtering
- interconnection networks
- recommender systems
- low rank
- distributed systems
- missing data
- load balancing
- negative matrix factorization
- nonnegative matrix factorization
- stochastic gradient descent
- factor analysis
- data sparsity
- factorization methods
- state machine
- item recommendation
- parallel implementation
- security properties
- tensor factorization
- probabilistic matrix factorization
- variational bayesian
- safety critical
- latent factors
- latent factor models
- parallel computing
- shared memory
- security patterns
- high order
- software engineering