Learning Algorithm for LesserDNN, a DNN with Quantized Weights.
Masashi TakemotoYasutake MasudaJingyong CaiHironori NakajoPublished in: SoICT (2023)
Keyphrases
- learning algorithm
- training data
- machine learning
- linear combination
- reinforcement learning
- machine learning algorithms
- active learning
- generalization error
- learning problems
- learning scheme
- learning process
- generalization ability
- dct coefficients
- relative importance
- sample complexity
- weighted average
- data sets
- weighted sum
- training process
- optimal weights
- learning rate
- classification algorithm
- back propagation
- supervised learning
- rbf network
- training samples
- labeled data
- image compression
- discrete cosine transform
- small number
- semi supervised