Task-Specific Expert Pruning for Sparse Mixture-of-Experts.
Tianyu ChenShaohan HuangYuan XieBinxing JiaoDaxin JiangHaoyi ZhouJianxin LiFuru WeiPublished in: CoRR (2022)
Keyphrases
- domain experts
- expert advice
- human experts
- sparse representation
- search space
- avoid overfitting
- sparse data
- subject matter experts
- high dimensional
- mixture model
- sparse coding
- pruning algorithms
- compressed sensing
- expert knowledge
- pruning algorithm
- sparse matrix
- expert systems
- data sets
- dictionary learning
- expectation maximization
- denoising
- expert finding
- source separation
- pruning method
- search algorithm
- machine learning
- data mining