Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows.
David M. ReimanJohn TamanasJ. Xavier ProchaskaDominika DurovcíkováPublished in: CoRR (2020)
Keyphrases
- neural network
- probabilistic model
- conditional probabilities
- network architecture
- multiresolution
- least squares
- bayesian networks
- b spline
- generative model
- context sensitive
- bio inspired
- confidence estimates
- curve fitting
- associative memory
- uncertain data
- probabilistic reasoning
- control points
- belief networks
- random field model
- probabilistic approaches