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In the current pyro GP library, GP objects like `GPRegression` recompute the full kernel matrix each time they are optimized https://github.com/uber/pyro/blob/dev/pyro/contrib/gp/models/gpr.py#L80
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# Basysian Posterior Sampling (1) Introduction — Yuanzhi Zhu
The last post was written around one year ago, when I decided to switch my semester project topic from style transfer with normalizing flo…
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Ok, I've done some math to try to figure out what a convolved posterior might look like.
Let's start from [here](http://www.lucamartino.altervista.org/2003-003.pdf):
![image](https://user-image…
EiffL updated
3 years ago
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Would it be reasonable to add support for wrapped / cyclic parameters? I would personally find it quite useful.
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Hi
Posterior sampling with Messenger Pyro guides does not remove observed variables leading to huge memory use.
https://github.com/scverse/scvi-tools/blob/main/scvi/model/base/_pyromixin.py#L184
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vitkl updated
4 months ago
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In GitLab by @git.ligo:nicogerardo.bers on May 24, 2024, 22:51
When running parameter estimation on 300 injected BBH signals using time marginalization and then running hyper PE with GWpopulation for…
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Hi, I found #66 which implements posterior sampling for the chains object. I was wondering if it's planned to go further with a tool to sample from the data distribution specified in the Turing `@mode…
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It would be nice to eventually add pathwise posterior sampling from [1].
Essentially, reimplement https://github.com/aterenin/SparseGaussianProcesses.jl but using AbstractGPs etc.
[1] Wilson, Ja…
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In Assignments 5 and 6, we ask the students to sample from the same Bioassay posterior with Metropolis-Hastings and Stan, respectively.
In neither of these assignments is reporting eg. the posterio…
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Hi. Thanks for the great work.
While reading the code, I couldn't find the function that takes class label and generate corresponding image in GFlowNet finetuned posterior model (p(x|c)). I noticed…