A Bit-Width Reducing Method for Ising Models Guaranteeing the Ground-State Output.
Yuta YachiMasashi TawadaNozomu TogawaPublished in: SOCC (2023)
Keyphrases
- synthetic data
- probabilistic model
- experimental evaluation
- similarity measure
- monte carlo simulation
- prediction model
- high precision
- parameter estimation
- high accuracy
- computational cost
- state space
- prior knowledge
- genetic algorithm
- pairwise
- detection method
- preprocessing
- computational complexity
- parametric models
- dynamic programming
- autoregressive
- random fields
- objective function
- linear regression
- machine learning methods
- maximum likelihood
- input data
- classification accuracy
- cost function