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 ...
In this paper, we propose a kernel-free semi-supervised quadratic surface support vector machine model for binary classification. The model is formulated as a mixed-integer programming problem, which ...
On-device AI A low-power nanoelectronic device that can be implemented directly in wearable electronics enables real-time machine learning classification of medical data inside wearables. (Courtesy: ...
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