Physics-Informed Bayesian Optimization of Variational Quantum Circuits.
Kim NicoliChristopher J. AndersLena FunckeTobias HartungKarl JansenStefan KühnKlaus-Robert MüllerPaolo StornatiPan KesselShinichi NakajimaPublished in: NeurIPS (2023)
Keyphrases
- quantum computing
- quantum mechanics
- logic circuits
- image segmentation
- computer science
- logic synthesis
- maximum likelihood
- optimization problems
- high speed
- posterior probability
- variational methods
- data driven
- monte carlo sampling
- optimization algorithm
- global optimization
- constrained optimization
- optimization model
- bayesian estimation
- efficient optimization