q-means: A quantum algorithm for unsupervised machine learning.
Iordanis KerenidisJonas LandmanAlessandro LuongoAnupam PrakashPublished in: CoRR (2018)
Keyphrases
- machine learning
- learning algorithm
- detection algorithm
- preprocessing
- optimization algorithm
- np hard
- linear programming
- worst case
- computational complexity
- improved algorithm
- significant improvement
- cost function
- classification algorithm
- high accuracy
- segmentation algorithm
- dynamic programming
- objective function
- unsupervised manner
- clustering method
- quantum inspired
- matching algorithm
- times faster
- theoretical analysis
- particle swarm optimization algorithm
- machine learning systems
- computationally efficient
- particle swarm optimization
- support vector machine
- multi objective
- search space
- image segmentation
- computer vision
- unsupervised learning
- natural language processing
- scheduling problem
- probabilistic model
- hidden markov models
- active learning
- k means
- clustering algorithm
- neural network