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Algorithmic stability for generalization guarantees in machine learning
Centre de recherches mathématiques - CRM
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Understanding Generalization in Adaptive Data Analysis
Simons Institute for the Theory of Computing
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A Necessary and Sufficient Stability Notion for Adaptive Generalization
Simons Institute for the Theory of Computing
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5:02
Machine Unlearning via Algorithmic Stability (5min)
FORC Foundations of Responsible Computing
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53:31
Off-the-shelf Algorithmic Stability
Simons Institute for the Theory of Computing
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Learning Good Edit Similarities with Generalization Guarantees
Laboratoire Hubert Curien
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1:23:07
Machine Learning 3 - Generalization, K-means | Stanford CS221: AI (Autumn 2019)
Stanford Online
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Size (OOD) Generalization of Neural Models via Algorithmic Alignment
Simons Institute for the Theory of Computing
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1:13:00
Privacy as Stability, for Generalization - Katrina Legitt
Institute for Advanced Study
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33:31
Algorithmic Stability for Interactive Data Analysis
Simons Institute for the Theory of Computing
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3:34
“Algorithmic Stability: How AI Could Shape the Future of Deterrence”: Audio Brief with Yasir Atalan
Center for Strategic & International Studies
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