Demonstration of machine-learning-enhanced Bayesian quantum state estimation.
Sanjaya LohaniJoseph M. LukensAtiyya A. DavisAmirali KhannejadSangita RegmiDaniel E. JonesRyan T. GlasserThomas A. SearlesBrian T. KirbyPublished in: CoRR (2022)
Keyphrases
- state estimation
- machine learning
- kalman filter
- sequential importance sampling
- particle filter
- kalman filtering
- visual tracking
- state space model
- dynamic systems
- extended kalman filter
- particle filtering
- bayesian networks
- learning algorithm
- computer vision
- estimation problems
- higher order
- maximum likelihood
- model selection
- bayesian inference
- posterior probability
- image processing
- data analysis
- pattern recognition