Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models.
Keshi GeKai LuYongquan FuXiaoge DengZhiquan LaiDongsheng LiPublished in: IEEE J. Sel. Areas Commun. (2023)
Keyphrases
- distributed data
- learning models
- sparse metric learning
- data sharing
- machine learning
- learning algorithm
- learning tasks
- semi supervised learning
- loss function
- data distribution
- classification models
- machine learning algorithms
- communication cost
- data mining algorithms
- conditional random fields
- supervised learning
- high dimensional
- learning problems
- preprocessing
- databases
- image classification
- training set
- hidden markov models
- data sets
- distance measure
- semi supervised
- association rules