Optic-Disk 发表于 2025-3-25 06:27:19
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Learning Sequential Data with the Help of Linear Systemsty of the problem to face, linear dynamical systems may directly contribute to provide a good solution at a reduced computational cost, or indirectly provide support at a pre-training stage for nonlinear models. We present and discuss several approaches, both linear and nonlinear, where linear dynam你不公正 发表于 2025-3-25 18:06:49
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Incremental Construction of Low-Dimensional Data Representationsperties of the initial data. Typically, such algorithms use the solution of large-dimensional optimization problems, and the incremental versions are designed for many popular algorithms to reduce their computational complexity. Under manifold assumption about high-dimensional data, advanced manifoldyspareunia 发表于 2025-3-26 06:40:03
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Co-training with Credal Models convex probability sets, they can select multiple classes as prediction when information is insufficient and predict a unique class only when the available information is rich enough. The goal of this paper is to explore whether this particular feature can be used advantageously in the setting of cOUTRE 发表于 2025-3-26 20:51:22
Interpretable Classifiers in Precision Medicine: Feature Selection and Multi-class Categorizationnd treatments this change also alters the diagnostic task from binary to multi-categorial decisions. Keeping the corresponding multi-class architectures accurate and interpretable is currently one of the key tasks in molecular diagnostics..In this work, we specifically address the question to which