L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference.
Julia LinhartAlexandre GramfortPedro L. C. RodriguesPublished in: CoRR (2023)
Keyphrases
- markov chain monte carlo
- expectation propagation
- gaussian process
- closed form
- efficient computation
- bayesian inference
- bayesian framework
- probabilistic model
- probability distribution
- bayesian networks
- belief networks
- probabilistic inference
- variational approximation
- variational bayes
- efficient learning
- decision theoretic
- posterior probability
- neural network
- graphical models
- least squares
- upper bound
- optical flow
- artificial intelligence
- machine learning