Transforming two-dimensional tensor networks into quantum circuits for supervised learning.
Zhihui SongJinchen XuXin ZhouXiaodong DingZheng ShanPublished in: Mach. Learn. Sci. Technol. (2024)
Keyphrases
- supervised learning
- quantum computing
- logic circuits
- high order
- three dimensional
- unsupervised learning
- higher order
- quantum inspired
- logic synthesis
- multi dimensional
- training set
- semi supervised
- learning algorithm
- active learning
- high speed
- statistical learning
- learning tasks
- complex networks
- data sets
- heterogeneous networks
- network structure
- training data
- network analysis
- social networks
- multiple instance learning
- network design
- packing problem
- quantum mechanics
- bayesian networks
- machine learning
- neural network
- dimensionality reduction