Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm.
Till MuserElias ZapusekVasilis BelisFlorentin ReiterPublished in: CoRR (2023)
Keyphrases
- preprocessing
- computational complexity
- high accuracy
- learning algorithm
- improved algorithm
- detection algorithm
- optimization algorithm
- experimental evaluation
- dynamic programming
- cost function
- support vector
- quantum inspired
- np hard
- particle swarm optimization algorithm
- times faster
- matching algorithm
- image processing
- feature extraction
- theoretical analysis
- online learning
- preprocessing phase
- machine learning
- segmentation algorithm
- search space
- simulated annealing
- similarity measure
- worst case
- probabilistic model
- objective function
- optimal solution
- k means