Statistically-informed deep learning for gravitational wave parameter estimation.
Hongyu ShenE. A. HuertaEamonn O'SheaPrayush KumarZhizhen ZhaoPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- deep learning
- parameter estimation
- unsupervised learning
- maximum likelihood
- model selection
- unsupervised feature learning
- em algorithm
- least squares
- machine learning
- markov random field
- expectation maximization
- parameter estimation algorithm
- statistical models
- mental models
- weakly supervised
- approximate inference
- parameter estimates
- information extraction
- image processing