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capacity control

7 papers

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Co-occurring keywords · papers mentioning both

neural network (5) generalization bound (2) rademacher complexity (2) generalization error (2) metric-based method (1) eigenvalue spectrum (1) function composition (1) uniform covering number (1) path norm (1) basis path norm (1)

Papers

Benefits of Additive Noise in Composing Classes with Bounded Capacity NeurIPS 2022 Does the Data Induce Capacity Control in Deep Learning? ICML 2022 Dropout: Explicit Forms and Capacity Control ICML 2021 Capacity Control of ReLU Neural Networks by Basis-Path Norm AAAI 2019 Understanding Weight Normalized Deep Neural Networks with Rectified Linear Units NeurIPS 2018 Norm-Based Capacity Control in Neural Networks COLT 2015 Extensions to Metric-Based Model Selection JMLR 2003