Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World.
Bowen LeiDongkuan XuRuqi ZhangBani K. MallickPublished in: CoRR (2024)
Keyphrases
- real world
- data sets
- avoid overfitting
- wide range
- training phase
- online learning
- synthetic data
- training examples
- test set
- case study
- high dimensional
- real life
- training process
- real time
- training samples
- small number
- training set
- information systems
- cost effective
- sparse data
- compressive sensing
- reduced set
- benchmark classification problems