Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference

Keyphrases

• Simulation-based Inference 100%
• Likelihood-free Inference 20%
• Neural Density 20%
• Empirical Bayes Approach 20%
• Debiased Estimator 20%
• Single Observation 20%
• Posterior Estimates 20%
• Collider Physics 20%

Mathematics

• Biased Estimator 25%
• Variational Approach 25%
• Marginal Likelihood 25%
• Bayes Approach 25%