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Regularization (mathematics)

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Regularization (mathematics)

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The statistical complexity of early-stopped mirror descent

Improving Generalization of Pretrained Language Models

Deep Learning Generalization with Limited and Noisy Labels

Stability of Image-Reconstruction Algorithms

Saddle-to-Saddle Dynamics in Diagonal Linear Networks

Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions

From Kernel Methods to Neural Networks: A Unifying Variational Formulation

Regularization of polynomial networks for image recognition

Regularization of polynomial networks for image recognition

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Deep Learning Generalization with Limited and Noisy Labels

Improving Generalization of Pretrained Language Models

Regularization of polynomial networks for image recognition

Stability of Image-Reconstruction Algorithms

From Kernel Methods to Neural Networks: A Unifying Variational Formulation

The statistical complexity of early-stopped mirror descent

Regularization of polynomial networks for image recognition

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions

Saddle-to-Saddle Dynamics in Diagonal Linear Networks