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06/14/2023
Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning
The success of SGD in deep learning has been ascribed by prior works to ...
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02/01/2023
Simplicity Bias in 1-Hidden Layer Neural Networks
Recent works have demonstrated that neural networks exhibit extreme simp...
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12/16/2020
Using noise resilience for ranking generalization of deep neural networks
Recent papers have shown that sufficiently overparameterized neural netw...
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10/24/2020