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Stanford CS231N | Spring 2025 | Lecture 3: Regularization and Optimization
Implicit Regularization II
A Statistical View on Implicit Regularization: Gradient Descent Dominates Ridge – Jingfeng Wu
On Implicit Regularization in Deep Learning
Implicit regularization for general norms and errors - Lorenzo Rosasco, MIT
On Implicit Regularization in Deep Learning
Towards Understanding the Implicit Regularization Effect of SGD
A&C Seminar: Ayush Sekhari - SGD The role of implicit regularization, batch size and multiple epochs
Regularization Part 1: Ridge (L2) Regression
Implicit Regularization
Lorenzo Rosasco - An Implicit Tour of Regularization
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Last Updated: August 14, 2026
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