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Implicit Regularization in Nonconvex Statistical Estimation
Simons Institute for the Theory of Computing
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Stanford CS229M - Lecture 16: Implicit regularization in classification problems
Stanford Online
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Implicit regularization for general norms and errors - Lorenzo Rosasco, MIT
The Alan Turing Institute
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On Implicit Regularization in Deep Learning
Simons Institute for the Theory of Computing
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Optimization's Untold Gift to Learning: Implicit Regularization
Simons Institute for the Theory of Computing
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20:12
Michael Mahoney: Approximate computation and implicit regularization in large-scale data analysis
Stanford Computer Science Theory
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45:29
Implicit regularization and benign overfitting for neural networks in high dimensions
ICTP Quantitative Life Sciences
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1:06:37
Nathan Srebro "Optimization's Hidden Gift to Learning: Implicit Regularization"
Data science colloquium CFM-ENS
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Stanford CS229M - Lecture 15: Implicit regularization effect of initialization
Stanford Online
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Patrick Rebeschini | Implicit regularization via uniform convergence
Harvard CMSA
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Babak Hassibi: "Implicit and Explicit Regularization in Deep Neural Networks"
Institute for Pure & Applied Mathematics (IPAM)
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(4/4) Implicit gradient descent regularization, Benign interpolation and Overparametrisation
High-Dimensional Statistics and Probability
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46:39