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homogeneous neural network

3 papers

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Co-occurring keywords · papers mentioning both

margin maximization (2) conservative field flow (1) normalized classification margin (1) normalized sgd iterates (1) stochastic subgradient descent (1) normalized margin (1) steepest descent (1) critical point (1) implicit bia (1) adaptive optimization (1)

Papers

Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks JMLR 2026 The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks COLT 2025 Gradient Descent Maximizes the Margin of Homogeneous Neural Networks ICLR 2020