2025 "statistical learning theory" Papers

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Bridging the Gap Between f-divergences and Bayes Hilbert Spaces

Linus Lach, Alexander Fottner, Yarema Okhrin

ICLR 2025poster

Data-Driven Performance Guarantees for Classical and Learned Optimizers

Rajiv Sambharya, Bartolomeo Stellato

NeurIPS 2025posterarXiv:2404.13831
10
citations

Learning with Statistical Equality Constraints

Aneesh Barthakur, Luiz Chamon

NeurIPS 2025posterarXiv:2511.14320