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Hello, VENumML team!
I came across VENumML, and I’m very impressed by its vision for enabling `Privacy-Preserving Machine Learning (PPML)` with `Fully Homomorphic Encryption (FHE)`. I believe this …
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I found out after painful debugging that dlib's `find_global_min` fails with a segmentation fault when the observed values contain `NaN`.
What do you think about including a `NaN` checking procedure …
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We have a few algorithms which are optimized for segmented iterators, but a lot aren't yet. These algorithms would most likely benefit from adding such an optimization:
- [ ] `count_if`
- [ ] `count…
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It would be great if the results could be statsticially evaluated after all experiments are done. At least the Friedman and Wilcox tests?
I think it should be made possible that results of other a…
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@quaquel : Encountered the following issue while running optimization on 60 cores on the HPC. Crashed after the progress of the optimization was 87%. A ValueError in Platypus core triggered Attribute…
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I was just looking at recent articles on the homepage (https://joss.theoj.org/) and saw that [`PyXAB - A Python Library for $\mathcal{X}$-Armed Bandit and Online Blackbox Optimization Algorithms`](ht…
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我们图上的组合优化问题，例如 Graph maxcut，下面的论文提出了对图结构进行了编码的方案：
- 论文 Learning Combinatorial Optimization Algorithms over Graphs （宋乐教授）
- 代码 https://github.com/Hanjun-Dai/graphnn
直接复现上面的代码，因为版本问题，不容易，我有以下建议：
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Right now in the DSL recursive definitions are disallowed. This mostly makes sense: we don't support general recursion due to everything being fixed space, and we don't have any tail call detection / …
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### Motivation
Genetic Algorithm (GA) is a popular metaheuristic algorithm inspired by natural selection.
This issue proposes to add a GA-based sampler to OptunaHub.
We want to start the most st…