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The Secret to AI’s Learning Ability: Occam's Razor and Simplicity Bias in Deep Neural Networks
Discover how deep neural networks (DNNs) leverage a built-in simplicity bias to achieve remarkable generalization, solving the mystery of how they perform exceptionally well even in overparameterized scenarios. A groundbreaking study from Oxford University uncovers how DNNs use a form of Occam's razor, favoring simpler solutions for better ...
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