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METHOD AND SYSTEM FOR TRACING A LEARNING SOURCE OF AN EXPLAINABLE ARTIFICIAL INTELLIGENCE MODEL
METHOD AND SYSTEM FOR TRACING A LEARNING SOURCE OF AN EXPLAINABLE ARTIFICIAL INTELLIGENCE MODEL
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机译:跟踪可解释的人工智能模型学习源的方法和系统
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摘要
This disclosure relates generally to artificial intelligence system, and more particularly to method and system for tracing a learning source of an explainable artificial intelligence (AI) model. In one example, the method may include receiving a desired behavior of the explainable AI model with respect to input data, generating a learning graph based on similarities among a plurality of learning sources with respect to the input data for the desired behavior and for a current behavior, retracing a learning of the explainable AI model by iteratively comparing the learning graph for the desired behavior and for the current behavior at each of a plurality of layers of the explainable AI model starting from an outer layer, and detecting the learning source responsible for the current behavior based on the retracing.
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