Ingenuity Labs Presents:D Ting Hu, Evolutionary Approaches to Explainable AI
1:30 PM 카지노 게임 컬렉션 2:30 PM
Machine learning has the remarkable capability to uncover intricate patterns and relationships within
data. However, the consequential decisions made based on these model predictions can profoundly
affect human lives. As machine learning models find their way into high카지노 게임 컬렉션stakes domains such as
medicine, job hiring, and criminal justice, concerns about fairness, transparency, and accountability
have emerged. In response, there is a growing need not only to create highly accurate prediction
models but also to comprehend and elucidate the inner workings of these predictive systems.
Evolutionary computing, a versatile meta카지노 게임 컬렉션learning approach, can generate innovative, multi카지노 게임 컬렉션objective,
and diverse solutions to optimization and learning challenges. It holds exceptional promise in the realm
of crafting solutions for Explainable AI (XAI). In this talk, we discuss the landscape of explainability and
its associated concepts. We highlight the potential of evolutionary computing as a means of crafting
comprehensive explanations for machine learning.
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