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I'm curious to know why by default the DeepAR model uses log loss (w/ activation regularization) according to these two links: [here](https://github.com/awslabs/gluon-ts/blob/master/src/gluonts/model/…
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Graph generative models are important for the tasks we have been describing.
The core idea is to posit a model which defines some distribution over graphs ```P(G)```, for instance via a low dimensi…
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Here is a [sample file](https://my.pcloud.com/publink/show?code=XZEBqQ7Z4cUCeaBDkDfDE9rYMcIvojSEaFCV). It has 4 highlights and comments on them, made by 3 different editors: adobe reader and XoDo (and…
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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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For example, [distribution](https://openturns.github.io/openturns/1.16/user_manual/_generated/openturns.Normal.html) `draw` methods.
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To support applications like @fritzo's Causal Effect VAE example #2151 I propose we deprecate the current implementation of `poutine.do` in favor of a semantics for counterfactuals (i.e. queries conta…
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Still working through the paper's details (which I really like), but here are some quick comments.
- I think Figure 1 needs official axis labels. I would call the y-axis latency instead of time, since…
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Long cracking runs sometimes need to resume at a specific point in the wordlist. A way to save state on termination of the process and then resume at that point would be very useful.
This might wor…
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https://doi.org/10.1093/bioinformatics/btx480
>MOTIVATION:
An accurate characterization of transcription factor (TF)-DNA affinity landscape is crucial to a quantitative understanding of the molecu…
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**Submitting author:** @https://github.com/josemanuel22 (José Manuel de Frutos)
**Repository:** https://github.com/josemanuel22/ISL
**Branch with paper.md** (empty if default branch):
**Version:** v0…