Abstract: Kernel function parameter selection is one of the important parts of support vector machine (SVM) modeling. In this paper, we analyzed the features of double linear search method and the ...
Quoptuna is a Python package supporting over 20 quantum machine learning models using PennyLane. These models include classifiers, neural networks, and kernel-based approaches. Quoptuna integrates ...
1 Sinohydro Bureau 14 Co., Ltd., Kunming, Yunnan, China 2 College of Civil and Transportation Engineering, Shenzhen University, Shenzhen, Guangdong, China Rapid, accurate, and efficient prediction of ...
After updating to the latest version of Visual Studio Code (October 2025 update), Jupyter notebooks no longer connect to the Python kernel. Both Python and Jupyter work perfectly fine when launched ...
Abstract: Bilevel optimization, where one optimization problem is inherently nested within another, has gained significant attention due to its extensive applications in machine learning, such as ...
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