conftrace_

homogeneous network

3 papers

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Co-occurring keywords · papers mentioning both

neural network (2) gradient flow (2) margin distribution (1) steepest descent (1) kurdyka-lojasiewicz inequality (1) saddle point (1) cross-entropy loss (1) implicit bia (1) weight initialization (1) margin maximization (1)

Papers

Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks ICLR 2025 Towards Understanding Gradient Flow Dynamics of Homogeneous Neural Networks Beyond the Origin JMLR 2025 Directional convergence and alignment in deep learning NeurIPS 2020