4th Workshop on Deep Learning Practice and Theory for High-Dimensional Sparse and Imbalanced Data with KDD 2022.
Roberto CorizzoJunfeng GeColin BellingerXiaoqiang ZhuPaula BrancoKuang-chih LeeNathalie JapkowiczRuiming TangTao ZhuangHan ZhuBiye JiangJiaxin MaoWeinan ZhangPublished in: KDD (2022)
Keyphrases
- deep learning
- high dimensional
- imbalanced data
- unsupervised learning
- sparse coding
- high dimensionality
- dimensionality reduction
- low dimensional
- data mining
- machine learning
- feature space
- feature selection
- class distribution
- ensemble methods
- linear regression
- knowledge discovery
- high dimensional data
- sparse representation
- multiscale
- decision trees
- training samples
- data analysis
- active learning
- class imbalance
- sampling methods
- object detection
- data points