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Here is to discuss about the design concerning variational inference methods.
So far in AugmentedGaussianProcesses.jl things are done this way:
- There are two functions `∇E_μ` and `∇E_Σ` which r…
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It would be great to have the feature of a PEtabSDEProblem, where the model is not a ODe but a SDE.
Maybe for a start, supporting the conversion of a SBML model to an `SDEProblem` would be a good st…
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The merge semantics for `Arc` seem a bit unintuitive.
In particular, one would hope that when these tapes are merged, they would essentially be replaced with one tape which is the union of the two in…
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Hi, in my experiment, I used Moving-MNIST dataset. But here are my problems during training that I couldn't find an answer:
I tried to play with a small network by using only num_latent_scale=1 and…
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## 🚀 Feature
Add the [Kronecker-factored Approximate Curvature (KFAC)](https://arxiv.org/abs/1503.05671) optimizer and/or [E-KFAC](https://arxiv.org/abs/1806.03884).
## Motivation
These are both …
n-gao updated
3 years ago
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Hi,
I refer to the code at https://github.com/ICL-SML/Doubly-Stochastic-DGP/blob/master/demos/using_natural_gradients.ipynb, specifically:
```
ng_vars = [[model_nat_grads.layers[-1].q_mu, model…
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Please make sure that this is a feature request. As per our [GitHub Policy](https://github.com/tensorflow/tensorflow/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature …
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https://blog.openai.com/openai-baselines-dqn/
*... In the DQN Nature paper the authors write: “We also found it helpful to clip the error term from the update [...] to be between -1 and 1.“. There ar…
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I'd like to use second-order total variation, as described in for example these couple of papers:
https://www.ipol.im/pub/art/2013/40/article.pdf
http://www.franklenzen.de/pdf/lenzen_et_al_ssvm2013.…
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### Team Name:
zer0dynamics
### Project Description:
Gradient ascent in function space (GRAFS) [1] is an algorithm for optimal control synthesis that leverages functional expansions of cont…