pml2-book icon indicating copy to clipboard operation
pml2-book copied to clipboard

Probabilistic Machine Learning: Advanced Topics

Results 85 pml2-book issues
Sort by recently updated
recently updated
newest added

Version: Camera-ready 22nd August For rows 2 and 3, $\hat{\theta}_{i,j,k} = [\frac 0 4, \frac 0 4 \frac 1 4]$ which do not add up to one. I believe the...

On the August 15 2022 version, the counter in product for qɸ(z{1:S} | x) should run over "s".

Book downloaded: 2022-08-14 Page: 1190 Line: 17

Thank you so much for citing our paper! I was very happy to see bits-back coding getting attention :) Page 226, line 46. The bits-back coding section cites the incorrect...

![image](https://user-images.githubusercontent.com/4108759/187922852-74e29859-9f81-457d-831b-e1f6a452db10.png) * "distriution" should be "distribution" Version: August 15, 2022

Summarize the results from Sarrka and Solin 2019 book. Give proper equation for Q.

Added a few more details about converting 1d stationary kernels to SDEs.

Also quick question, for the whitening transform $\Sigma^{-1/2}$ in eq. 28.149. Should it be $S^{-1/2}U^{T}$ where $S$ are eigenvalues and $U$ the eigenvectors of $\Sigma$ (e.g. $S,U=\text{eig}(\Sigma)$ )? I think...

Near eq 28.147, the book reads "... use the logistic distribution, discussed in Section 15.4.1. The corresponding log pdf, for the case where the mean is zero and the variance...

In release downloaded today (24.08.2022) Magnificent book, BTW, which I will adopt for my upcoming course on "Machine Learning and Physics".