concentration-inequalities

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mrvnthss / QuantFoundationsAI

Lecture notes taken in the Quantitative Foundations of Artificial Intelligence class in Fall 2023, taught by Prof. Dr. Ludger Overbeck at Justus Liebig University Giessen.

machine-learning statistical-learning artificial-intelligence neural-networks lecture-notes binary-classification rademacher-complexity vc-theory empirical-risk-minimization concentration-inequalities

Updated Jan 24, 2025
TeX

erfunmirzaei / EBI4LDS

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Code for "An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications"

koopman-operator learning-dynamical-systems concentration-inequalities

Updated Apr 9, 2025
Python

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