Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery.
Kiwan MaengShivam BharukaIsabel GaoMark C. JeffreyVikram SaraphBor-Yiing SuCaroline TrippelJiyan YangMike RabbatBrandon LuciaCarole-Jean WuPublished in: MLSys (2021)
Keyphrases
- deep learning
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- deep belief networks
- machine learning
- training set
- recommender systems
- unsupervised feature learning
- weakly supervised
- user preferences
- supervised learning
- mental models
- training examples
- training samples
- pattern recognition
- multiscale
- feature selection
- learning algorithm
- data sets