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overparametrized network

4 papers

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neural network (2) equivariant architecture (1) population risk (1) calibration error (1) relu network (1) neural network classifier (1) wasserstein gradient flow (1) overparameterized neural network (1) data-dependent prior (1) eigenvalue bound (1)

Papers

Symmetries in Overparametrized Neural Networks: A Mean Field View NeurIPS 2024 Sparsity-aware generalization theory for deep neural networks COLT 2023 Understanding Square Loss in Training Overparametrized Neural Network Classifiers NeurIPS 2022 Effect of Activation Functions on the Training of Overparametrized Neural Nets ICLR 2020