Illusions of Understanding in Deep Learning
Date: November 15, 2024 (Friday) Speaker: Dr Raphael Milliere, Macquarie University in Sydney Chair: Dr Frank Hong, The University of Hong Kong Abstract: Recent advancements in artificial intelligence have been largely driven by deep learning. However, deep neural networks (DNNs) are often characterized as inscrutable “black boxes”: while we can study their performance on various tasks, we …