Using Autodiff to Estimate Posterior Moments, Marginals and Samples: Background by@bayesianinference
Using Autodiff to Estimate Posterior Moments, Marginals and Samples: Background
by Bayesian InferenceApril 15th, 2024
Too Long; Didn't Read
Importance weighting allows us to reweight samples drawn from a proposal in order to compute expectations of a different distribution.
This paper is available on arxiv under CC 4.0 license.
Authors:
(1) Sam Bowyer, Equal contribution, Department of Mathematics and sam.bowyer@bristol.ac.uk;
(2) Thomas Heap, Equal contribution, Department of Computer Science University of Bristol and thomas.heap@bristol.ac.uk;
(3) Laurence Aitchison, Department of Computer Science University of Bristol and laurence.aitchison@bristol.ac.uk.
Table of Links
- Abstract & Introduction
- Related work
- Background
- Methods
- Experiments
- "Conclusion, Limitations, and References"
- Derivations
- Algorithms
- Experimental Datasets And Model
Background
L O A D I N G
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. . . comments & more!
