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Fisher discriminant analysis with kernels
Fisher discriminant analysis with kernels
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New IsoAct Framework Enhances Geometric Debiasing for AI Representations
Researchers have introduced IsoAct, a novel post-hoc framework designed to debias machine learning representations, particularly those residing on non-Euclidean manifolds. Unlike previous methods that assume Euclidean s…
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Tutorial Explains Linear and Quadratic Discriminant Analysis Methods
This tutorial delves into Linear Discriminant Analysis (LDA) and Quadratic Discriminant Analysis (QDA), fundamental classification methods in statistical learning. It explores the optimization of decision boundaries and…