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Search Result : Mp3 & Mp4 high probability generalization bounds for uniformly stable algorithms

Thumbnail High probability generalization bounds for uniformly stable algorithms
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Thumbnail Sharper Bounds for Uniformly Stable Algorithms
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Thumbnail ICML 2022 long talk: Robustness Implies Generalization via Data-Dependent Generalization Bounds
(Deep Learning Theory)  View
Thumbnail Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints
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Thumbnail NeurIPS 2019:Generalization Bounds of stochastic Gradient Descent for Wide and Deep Neural Networks
(DSAI by Dr. Osbert Tay)  View
Thumbnail Generalization Bounds for Neural Networks
(Ram Ganesh)  View
Thumbnail Reasoning About Generalization via Conditional Mutual Information
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Thumbnail Geostats2021 | Júlio Hoffimann | Generalization error under covariate shift and spatial correlation
(Júlio Hoffimann)  View
Thumbnail A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks (Talk)
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Thumbnail Oral Session: Less is More: Nyström Computational Regularization
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