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https://gwern.net/spfn
Symbolic PFNs (SPFNs): Training LLMs for Symbolic Bayesian Inference by Reversing Stan · Gwern.net
Proposal: train LLMs to predict Stan code from synthetic data sampled from Stan’s prior predictives. The output is an interpretable, executable Bayesian model,...
bayesian inference
symbolic
training
llms
reversing
https://arxiv.org/abs/2112.10510
[2112.10510] Transformers Can Do Bayesian Inference
Abstract page for arXiv paper 2112.10510: Transformers Can Do Bayesian Inference
bayesian inference
2112
transformers
https://blog.horaceg.xyz/posts/bayes/
An introduction to bayesian inference – Regression toward the meaning
Horace Guy’s blog about random things
bayesian inference
regression toward
introduction
meaning
https://cran.r-universe.dev/shrinkTVP
shrinkTVP: Efficient Bayesian Inference for Time-Varying Parameter Models with Shrinkage
efficient bayesian
parameter models
inference
time
varying
https://rpsychologist.com/d3/bayes/
Bayesian Inference - an Interactive Visualization
bayesian inference
interactive visualization
https://cran.r-universe.dev/bayesPO
bayesPO: Bayesian Inference for Presence-Only Data
bayesian inference
presence
data
https://www.routledge.com/Bayesian-Nonparametrics-for-Causal-Inference-and-Missing-Data/Daniels-Linero-Roy/p/book/9780367341008
Bayesian Nonparametrics for Causal Inference and Missing Data - 1st Ed
Bayesian Nonparametrics for Causal Inference and Missing Data provides an overview of flexible Bayesian nonparametric (BNP) methods for modeling joint or condit
causal inference
missing data
1st ed
bayesian
https://quantum.cs.ru.nl/article/2018/04/21/bayesian-inference.html
A Channel-based Exact Inference Algorithm for Bayesian Networks
bayesian networks
channel
based
exact
inference
https://docs.ropensci.org/dynamite/
Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data • dynamite
causal inference
longitudinal data
bayesian
modeling
multivariate