🏢 Department of Computer Science University of Exeter
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
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AI Theory
Robustness
🏢 Department of Computer Science University of Exeter
Deep learning models’ success hinges on understanding gradient descent’s implicit bias. This study reveals how this bias influences layer collaboration, revealing a decreasing trend in adversarial rob…