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AugMix: A Simple Method to Improve Robustness and Uncertainty Under Data Shift

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.LG 1

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2026 1

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UNVERDICTED 1

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The Geometric Structure of Models Learning Sparse Data

cs.LG · 2026-05-08 · unverdicted · novelty 7.0

In sparse regimes, models exploit normal alignment of Jacobians to minimize loss and maximize robustness; GrokAlign induces this alignment to accelerate training and RFAMs improve adversarial robustness.

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  • The Geometric Structure of Models Learning Sparse Data cs.LG · 2026-05-08 · unverdicted · none · ref 8

    In sparse regimes, models exploit normal alignment of Jacobians to minimize loss and maximize robustness; GrokAlign induces this alignment to accelerate training and RFAMs improve adversarial robustness.