Explainable Neural Networks

A Rate-Distortion Framework for Explaining Neural Network Decisions
We formalise the widespread idea of interpreting neural network decisions as an explicit optimisation problem in a rate-distortion …
Jan Macdonald, Stephan Wäldchen, Sascha Hauch, Gitta Kutyniok
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A Rate-Distortion Framework for Explaining Deep Neural Network Decisions
Contributed Talk: Presentation of results from our paper.
Apr 2, 2019 12:00 PM — 12:25 PM TUM Science and Study Center Raitenhaslach
Jan Macdonald, Stephan Wäldchen, Sascha Hauch, Gitta Kutyniok