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Analytic theory of dropout regularization

stat.ML · 2025-05-12 · conditional · novelty 7.0

Dropout dynamics in two-layer online SGD learners are captured by closed ODEs, yielding analytic optimal dropout rates that increase with label noise.

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  • Analytic theory of dropout regularization stat.ML · 2025-05-12 · conditional · none · ref 23

    Dropout dynamics in two-layer online SGD learners are captured by closed ODEs, yielding analytic optimal dropout rates that increase with label noise.