Implicit Regularization In Nonconvex Statistical

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Implicit regularization and benign overfitting for neural networks in high dimensions
Stanford CS229M - Lecture 16: Implicit regularization in classification problems
Nathan Srebro "Optimization's Hidden Gift to Learning: Implicit Regularization"
Patrick Rebeschini | Implicit regularization via uniform convergence
Implicit Regularization II
Implicit Regularization
"A Statistical View on Implicit Regularization: Gradient Descent Dominates Ridge" – Jingfeng Wu
Babak Hassibi: "Implicit and Explicit Regularization in Deep Neural Networks"
Michael Mahoney: Approximate computation and implicit regularization in large-scale data analysis

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Last Updated: June 11, 2026

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Implicit Regularization

Speaker: L. ROSASCO (Genoa U. and MIT) Winter School on Quantitative Systems Biology: Learning and Artificial...