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20162026
most citedA Rigorous Theory of Conditional Mean Embeddings

32 citations · 91 across the 16 of their papers we have counts for

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math.DS2026

Verifiable Regularity Criterion for Conditional Expectation Operators and Conditional Mean Embeddings with Applications to Nonparametric Regression, Bayesian Inverse Problems, and Koopman Operators

Maximiliano Hertel, Ilja Klebanov, Manuel Schaller +1

Conditional expectation operators (CEOs) and their associated conditional mean embeddings (CMEs) play a central role across applied mathematics and machine learning, appearing in n…