Nature

Kernel Methods and Support Vector Machines

Kernel methods and support vector machines (SVMs) serve as cornerstones in modern machine learning, offering robust techniques for both classification and regression tasks. At their core, kernel ...
Visual Studio Magazine

Kernel Ridge Regression with Cholesky Inverse Training Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single numeric value. The demo uses the kernel matrix inverse (Cholesky ...
Visual Studio Magazine

Linear Support Vector Regression Using C# with Particle Swarm Training

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...
技術評論社

より 堅牢な Linux起動プロセスを 求めて ―Fedora， 段階的な 「Unified ...

Fedoraプロジェクトは現在、2023年4月にリリース予定の 「Fedora Linux 38」 に向けてさまざまな新機能の実装を検討中だが、そのひとつとして 「Unified Kernel Image （UKI⁠）⁠」の段階的なサポートが検討されている。 UKIとは文字通り、カーネルにinitrdやコマンド ...