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~~Hi, @cuishuhao , thanks for the code release.
I have some confusion about the details of the paper.
According to the inequality (5) in original paper, the two norms can bound each other. Thus, opt…
weigq updated
4 years ago
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Hi,
I've made sure that the GPU boosting is on, however, it takes about 150 minutes to train Pro-GNN on Tesla T4 (Yelp dataset with 3.9k nodes). In comparison, the vanilla GCN can be trained on th…
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```julia
julia> apply_noise!(img, noise) |> summary
"181×181 reinterpret(Float32, ::Array{Gray{Float32},2})"
julia> apply_noise(img, noise) |> summary
"181×181 Array{Gray{Float32},2} with eltype…
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Thanks for your excellent work first!
I got a result on the CoNSeP dataset as follows:
| Metrics | Fm|
| ------- | ---------------- |
| Mine | 0.042 |
|In Paper| 0.426 |
I find that the F…
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We are currently using a standard Gram-Schmidt basis for the simplex, which is independent of the data. We might instead use a basis defined from the data, like this: https://arxiv.org/abs/1106.1451.
…
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I am having issues running the following trivial problem in ProximalAlgorithms.jl:
```
using ProximalAlgorithms, ProximalOperators
# optimization problem:
# minimize || X ||_{*} // nuclear no…
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I want to optimize a regularization term similar to total nuclear variation. But instead of gradient operator, I have two diagonal operators A and B. And the unknown vector is duplicated as follows:
…
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I am trying to solve some least-squares problems regularized by convex non-smooth penalties (such as l1-matrix i.e LASSO, or nuclear norm). Although the LASSO solution of a least-squares problem is su…
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**1.** License Name: Commons Clause License Condition v1.0
**2.** Short identifier: Commons-Clause-1.0
**3.** License Author or steward: https://fossa.com/
**4.** Comments: The Commons Clause should b…
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Nudge: Improving Decisions About Health, Wealth, and Happiness
by Richard H. Thaler, Cass R. Sunstein
https://www.amazon.com/Nudge-Improving-Decisions-Health-Happiness-ebook/dp/B00A5DCALY/
Aimi…