Large Scale Caching and Streaming of Training Data for Online Deep Learning.
Jie LiuBogdan NicolaeDong LiJustin M. WozniakTekin BicerZhengchun LiuIan T. FosterPublished in: FlexScience@HPDC (2022)
Keyphrases
- deep learning
- training data
- online learning
- unsupervised learning
- machine learning
- decision trees
- unsupervised feature learning
- training set
- learning algorithm
- data sets
- supervised learning
- training samples
- training examples
- learning strategies
- mental models
- object recognition
- viewpoint
- prior knowledge
- multiscale
- information retrieval
- restricted boltzmann machine
- deep architectures