NEURIPS 2025 "statistical learning theory" Papers

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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

PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders

Ruixin Guo, Ruoming Jin, Xinyu Li et al.

NEURIPS 2025posterarXiv:2512.12905
1
citations