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Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model
Neural collapse (NC) refers to the surprising structure of the last laye...
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The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
Convolutional neural networks were the standard for solving many compute...
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Generalization In Multi-Objective Machine Learning
Modern machine learning tasks often require considering not just one but...
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