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[Zuniga_Kucherenko.pdf](https://github.com/JuliaDiffEq/DiffEqSensitivity.jl/files/4360236/Zuniga_Kucherenko.pdf)
Good stuff, makes running variance based GSA tractable for complex models.
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official repo: https://github.com/Kim-Dongjun/Soft-Truncation
https://kimjy99.github.io/%EB%85%BC%EB%AC%B8%EB%A6%AC%EB%B7%B0/soft-truncation/
https://lilianweng.github.io/posts/2021-07-11-diffus…
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We need to be able to get the MAP estimate from the set of models being sampled from posteriors by all the Bayesian models to make the analysis somewhat tractable. i think the api should be something …
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Hello,
Imagen-Video states that they use model distillation to iteratively train student diffusion models that require half the sampling steps of their teacher diffusion model. This seems to be an …
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The current `climateforcing.solar` module calculates instantaneous and time-mean solar zenith angle, but of course we can be more generally useful:
- [ ] allow for array input for time in cos_mean_…
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Whereas the space complexity of a joint categorical distribution grows exponentially in the number of dimensions (aka variables), joint Gaussians grow only quadratically. So for example the [tractabil…
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Amazing speedups already have been achieved in `route_search_all` (https://github.com/toruseo/UXsim/issues/53 / https://github.com/toruseo/UXsim/pull/79) and `homogeneous_DUO_update` (https://github.c…
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Ananke has several classes of estimation algorithms, depending on how "challenging" the graph is (different subclasses of acyclic directed mixed graphs (ADMGs))
Step 1 would be to wrap these, step …
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https://doi.org/10.1101/235655 (https://www.biorxiv.org/content/early/2017/12/18/235655)
> The functions of proteins and RNAs are determined by a myriad of interactions between their constituent re…
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While Gaussian models are flexible and tractable, real data often exhibits noise with heavier tails than Gaussian. A popular model for robust estimation is Student's t distribution, e.g. as used in Sl…