Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach.
Zikai SongLixian ZhuYiyan WangMengkai SunKun QianBin HuYoshiharu YamamotoBjörn W. SchullerPublished in: EMBC (2023)
Keyphrases
- learning models
- classification models
- machine learning
- machine learning algorithms
- machine learning models
- semi supervised learning
- classification accuracy
- support vector machine
- learning tasks
- loss function
- supervised learning
- neural network
- feature space
- decision trees
- feature extraction
- prior knowledge
- knowledge discovery
- learning algorithm
- image classification
- text classification
- feature vectors
- feature selection
- support vector machine svm
- pattern recognition
- unsupervised learning
- reinforcement learning
- training data
- feature set
- training set
- sparse metric learning