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www.nowozin.net
| | djalil.chafai.net
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| | Markov-Chains-Monte-Carlo (MCMC for short) methods are widely used in practice for the approximate computation of integrals on various types of spaces. More precisely, let \(\mu\) be a probability measure on \(E\), known only up to a multiplicative constant. Let \(K\) be an irreducible Markov kernel on \(E\). Then by using a classical Metropolis-Hastings type construction, one cook up a computable...
| | jmlr.org
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| | www.yulingyao.com
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| | The myth A few years ago I saw a StackOverflow question (but I cannot find it now): allegedly Andrew Gelman blogged that Bayesian models would not overfit and would only underfit (I also cannot find Andrew's blog post now but I think what he meant by "Bayesian models only underfits" is that you can never fully model the true data process in the population).
| | christopher-beckham.github.io
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| Techniques for label conditioning in Gaussian denoising diffusion models