conftrace_

steepest descent

9 papers

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Co-occurring keywords · papers mentioning both

implicit bia (3) margin maximization (3) optimization algorithm (2) gradient descent (2) neural network optimization (2) selection rule (1) structure optimization (1) homogeneous network (1) path normalization (1) neuron splitting (1)

Papers

Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks JMLR 2026 Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks ICLR 2025 Faster Margin Maximization Rates for Generic Optimization Methods NeurIPS 2023 A Gradient Method for Multilevel Optimization NeurIPS 2021 Splitting Steepest Descent for Growing Neural Architectures NeurIPS 2019 First Order Generative Adversarial Networks ICML 2018 Approximate Steepest Coordinate Descent ICML 2017 Path-SGD: Path-Normalized Optimization in Deep Neural Networks NeurIPS 2015 Convergence and Energy Landscape for Cheeger Cut Clustering NeurIPS 2012