An Efficient Combined Bit-Width Reducing Method for Ising Models.
Yuta YachiMasashi TawadaNozomu TogawaPublished in: IEICE Trans. Inf. Syst. (2023)
Keyphrases
- preprocessing
- high accuracy
- highly efficient
- computationally efficient
- segmentation method
- significant improvement
- experimental evaluation
- classification method
- statistical model
- synthetic data
- detection method
- parameter estimation
- probabilistic model
- prior knowledge
- linear regression
- high precision
- machine learning methods
- learned models
- support vector machine
- data sets
- classification accuracy
- computational cost
- pairwise
- computational complexity
- objective function
- training data
- neural network