Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm.
Guillaume VerdonJacob MarksSasha NandaStefan LeichenauerJack HidaryPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- times faster
- computational complexity
- experimental evaluation
- significant improvement
- preprocessing
- high accuracy
- computational cost
- dynamic programming
- quantum inspired
- bayesian framework
- detection algorithm
- cost function
- optimal solution
- similarity measure
- np hard
- convergence rate
- objective function
- clustering method
- optimization algorithm
- segmentation algorithm
- evolutionary algorithm
- expectation maximization
- particle swarm optimization
- input data
- optical flow
- learned models
- graph coloring
- optical flow computation
- probabilistic model