PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning.
Thijs VogelsSai Praneeth KarimireddyMartin JaggiPublished in: CoRR (2020)
Keyphrases
- low rank
- deep learning
- missing data
- unsupervised learning
- matrix completion
- matrix factorization
- convex optimization
- semi supervised
- linear combination
- singular value decomposition
- machine learning
- low rank matrix
- rank minimization
- high order
- weakly supervised
- high dimensional data
- mental models
- computer vision
- data sets
- supervised learning
- multi class
- active learning
- recommender systems
- data analysis
- pattern recognition
- bayesian networks
- decision trees
- image processing