Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning.
Xin ZhangJiawei DuYunsong LiWeiying XieJoey Tianyi ZhouPublished in: CoRR (2023)
Keyphrases
- training dataset
- spatio temporal
- avoid overfitting
- training set
- spatial and temporal
- depth map
- temporal databases
- search space
- depth information
- machine learning
- pruning method
- temporal data
- training process
- temporal constraints
- database
- test set
- training samples
- three dimensional
- feature set
- text classification tasks
- pruning algorithm
- temporal analysis
- temporal relations
- training data
- training phase
- space time
- synthetic datasets
- text classification
- training algorithm
- benchmark datasets
- temporal reasoning