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smooth approximation

3 papers

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Co-occurring keywords · papers mentioning both

smooth maximum (1) maxout family (1) smoothness approximation (1) neural network (1) smoothing technique (1) federated adversarial learning (1) algorithm stability (1) activation function (1) data heterogeneity (1) nonsmooth optimization (1)

Papers

How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? AAAI 2025 Smooth Maximum Unit: Smooth Activation Function for Deep Networks Using Smoothing Maximum Technique CVPR 2022 Oracle Complexity in Nonsmooth Nonconvex Optimization NeurIPS 2021