An efficient quantum algorithm for generative machine learning.
Xun GaoZhengyu ZhangLuming DuanPublished in: CoRR (2017)
Keyphrases
- learning algorithm
- machine learning
- times faster
- preprocessing
- improved algorithm
- detection algorithm
- theoretical analysis
- optimal solution
- optimization algorithm
- computational cost
- quantum inspired
- computationally efficient
- particle swarm optimization
- experimental evaluation
- search space
- expectation maximization
- generative model
- significant improvement
- computational complexity
- k means
- clustering method
- segmentation algorithm
- data mining
- markov logic networks
- highly efficient
- decision trees
- tree structure
- probabilistic model
- dynamic programming
- input data
- linear programming
- high accuracy