Neural networks for parameter estimation in intractable models

Author:

Lenzi AmandaORCID,Bessac Julie,Rudi Johann,Stein Michael L.

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference58 articles.

1. A review of uncertainty quantification in deep learning: techniques, applications and challenges;Abdar;Inf. Fusion,2021

2. Adaptive approximate Bayesian computation;Beaumont;Biometrika,2009

3. Practical recommendations for gradient-based training of deep architectures;Bengio,2012

4. Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms;Bergstra,2013

5. High-order composite likelihood inference for max-stable distributions and processes;Castruccio;J. Comput. Graph. Stat.,2016

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