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homogeneous model

3 papers

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gradient descent (2) distributional equivalence (1) jensen gap (1) prediction variance (1) neural network (1) deep ensemble (1) implicit regularization (1) gradient flow (1) deep neural network (1) margin maximization (1)

Papers

Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence ICLR 2025 Lexicographic and Depth-Sensitive Margins in Homogeneous and Non-Homogeneous Deep Models ICML 2019 Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NeurIPS 2018