approximate Bayesian inference: Nonlinear Function
Created: December 01, 2023
Modified: December 01, 2023

approximate Bayesian inference

This page is from my personal notes, and has not been specifically reviewed for public consumption. It might be incomplete, wrong, outdated, or stupid. Caveat lector.
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mode-covering variational inference is incoherent

I have a [ strong opinion weakly held ] that doesn't seem to be wildly shared in the [ approximate Bayesian inference ] community: reverse…

probabilistic programming is not AI research

Many [ probabilistic programming ] researchers frame their work as part of the broader problem of [ artificial intelligence ]. Artificial…

Bayesian

The Bayesian approach to statistics is to 'just use probability theory'. You write down a joint probability distribution over observed and…

tractable approximations to utilitarianism

There are three main approaches to moral philosophy: [ utilitarian ]ism: you should feed a starving person because it will increase 'global…

many models

An idea I got from [ John Higgs ]'s discussion of metamodernism is that taking [ all models are wrong ] to its logical conclusion requires…

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