Large-Scale Gravitational Lens Modeling with Bayesian Neural Networks for Accurate and Precise Inference of the Hubble Constant.
Ji Won ParkSebastian Wagner-CarenaSimon BirrerPhilip J. MarshallJoshua Yao-Yu LinAaron RoodmanPublished in: CoRR (2020)
Keyphrases
- neural network
- bayesian inference
- bayesian networks
- pattern recognition
- real world
- maximum likelihood
- bayesian models
- highly accurate
- neural network model
- artificial neural networks
- genetic algorithm
- fuzzy logic
- high accuracy
- back propagation
- high quality
- dynamic bayesian networks
- markov chain monte carlo
- probabilistic modeling
- probabilistic model
- multilayer perceptron
- bayesian learning
- fuzzy cognitive maps