Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization.
Sunwoo LeeJeongwoo ParkDongsuk JeonPublished in: ICLR (2022)
Keyphrases
- training data
- decision trees
- data sets
- computational complexity
- computationally efficient
- test data
- optimization problems
- noisy data
- optimization methods
- database
- global optimization
- computationally expensive
- cost effective
- labeled data
- supervised learning
- support vector machine
- domain knowledge
- prior knowledge
- multiresolution
- feature vectors
- training set
- support vector
- multimedia
- machine learning
- neural network