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explicit regularization

7 papers

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Co-occurring keywords

implicit regularization (93) stochastic gradient descent (1091) neural network generalization (19) layer-wise perturbation (2) minimum norm interpolation (3) neural network (6616) global minima (5) variance explosion (1) shallow relu network (3) dynamic data pruning (1)

Papers

Calibrating Deep Neural Networks Using Explicit Regularisation and Dynamic Data Pruning WACV 2023
Explicit Regularization in Overparametrized Models via Noise Injection AISTATS 2023
Minimum norm interpolation by perceptra: Explicit regularization and implicit bias NIPS 2023
Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks NIPS 2022
Explicit Regularization of Stochastic Gradient Methods through Duality AISTATS 2021
Bad Global Minima Exist and SGD Can Reach Them NIPS 2020
The Implicit and Explicit Regularization Effects of Dropout ICML 2020