q-means: A quantum algorithm for unsupervised machine learning.
Iordanis KerenidisJonas LandmanAlessandro LuongoAnupam PrakashPublished in: NeurIPS (2019)
Keyphrases
- learning algorithm
- machine learning
- detection algorithm
- experimental evaluation
- high accuracy
- supervised learning
- dynamic programming
- machine learning systems
- improved algorithm
- recognition algorithm
- convergence rate
- worst case
- neural network
- significant improvement
- decision trees
- search space
- preprocessing
- np hard
- quantum inspired
- objective function
- times faster
- optimal solution
- k means
- cost function
- unsupervised learning
- simulated annealing
- ant colony optimization
- data structure
- computational cost
- reinforcement learning
- clustering algorithm