Poster "generalization error bounds" Papers

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Can DPO Learn Diverse Human Values? A Theoretical Scaling Law

Shawn Im, Sharon Li

NEURIPS 2025arXiv:2408.03459

Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors

Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski

ICLR 2025arXiv:2502.15540

Deep Regression Representation Learning with Topology

Shihao Zhang, Kenji Kawaguchi, Angela Yao

ICML 2024arXiv:2404.13904

Statistical Properties of Robust Satisficing

zhiyi li, Yunbei Xu, Ruohan Zhan

ICML 2024arXiv:2405.20451

Understanding the Impact of Introducing Constraints at Inference Time on Generalization Error

Masaaki Nishino, Kengo Nakamura, Norihito Yasuda