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            Fuzzy Learning Machine
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            Fuzzy Learning Machine

            Dec 6, 2022

            Speakers

            JC

            Junbiao Cui

            Speaker · 0 followers

            JL

            Jiye Liang

            Speaker · 0 followers

            About

            Classification is one of the most important problems in machine learning and the nature of it is concept cognition. So far, dozens of different classifiers have been designed. Although their working mechanisms vary widely, few of them fully consider concept cognition. In this paper, a new learning machine, fuzzy learning machine (FLM), is proposed from the perspective of concept cognition. Inspired by cognitive science, its working mechanism is of strong interpretability. At the same time, FLM r…

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            NeurIPS 2022

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