Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers.
Thomas BouvierBogdan NicolaeHugo ChaugierAlexandru CostanIan T. FosterGabriel AntoniuPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- data sets
- data processing
- database
- learning algorithm
- background knowledge
- raw data
- learning process
- data collection
- data analysis
- distributed data
- data quality
- data distribution
- data structure
- multiple independent
- distributed learning
- learning systems
- knowledge acquisition
- probability distribution
- training data
- lightweight
- input data
- image data
- parallel processing
- heterogeneous data
- data repositories
- learned models
- database systems
- data mining