-
## Keyword: sgd
### A Convergence Theory for Federated Average: Beyond Smoothness
- **Authors:** Authors: Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
- **Subjects:** Machine Learning (cs.LG);…
-
# Code
```julia
import Pkg
Pkg.activate(temp=true, io=devnull)
Pkg.add(name="Optim", version="1.6.0", io=devnull)
Pkg.status()
const AV = AbstractVector{T} where T
using DelimitedFiles, Opt…
-
For DiffSim, we consider the simulator to be an optimization problem.
$$
X = \text{argmin} \ E(X, P),
$$
where $X$ is the Dof and $P$ is the parameters.
We want the $\frac{\partial X}{\part…
-
收集这些术语的目的是为了更好的使计算机基础薄弱的同学更好的了解计算机基础知识，并且能够在github和stackoverflow等平台和各国程序员谈笑风生。
-
Hi all,
I am working on optimizing a black box function. The problem has 52 variables.
PyNOMAD on running for around 2.5 hours (BB function evaluation is costly) is giving inferior answers as comp…
-
Hi @RDickes @davideziviani
Thanks for sharing the great ORC model.
I was trying to run the expander model (ExpanderModel.m) using SemiEmp approach in Matlab. I also went through the mentioned p…
-
The good news: we now have a working class that gives O(N_nonzero) instead of O(N) performance. This could be a big deal for https://github.com/libantioch/antioch sensitivity applications where our e…
-
I think it would be smart to attempt to use the great tools already created if they can fit our needs, or improved to fit our needs. Here's a summary of what I hope to see in JuliaML, and my first im…
-
Hey there friends of JSO!
@adrhill and I have been hard at work on two autodiff toolkits which you might find useful:
- [DifferentiationInterface.jl](https://github.com/gdalle/DifferentiationInt…
-
Hey,
as discussed in https://groups.google.com/forum/?utm_source=digest&utm_medium=email#!topic/hyperspy-users/7Z9DybWoU6s it would be nice to have a way to fit EELSCLEdge components to the continuum…