Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World.
Bowen LeiDongkuan XuRuqi ZhangBani K. MallickPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- real world
- wide range
- cost effective
- data sets
- data mining
- training set
- test set
- training samples
- synthetic data
- case study
- feature space
- sparse representation
- training algorithm
- virtual environment
- synthetic datasets
- online learning
- avoid overfitting
- benchmark classification problems
- training process
- object detection
- real life
- high dimensional
- databases