"bias-variance tradeoff" Papers

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Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data

Shuli Zhang, Hao Zhou, Jiaqi Zheng et al.

NEURIPS 2025arXiv:2510.19517

Ridge Boosting is Both Robust and Efficient

David Bruns-Smith, Zhongming Xie, Avi Feller

NEURIPS 2025spotlightarXiv:2510.22083

The Bias-Variance Tradeoff in Data-Driven Optimization: A Local Misspecification Perspective

Haixiang Lan, Luofeng Liao, Adam N. Elmachtoub et al.

NEURIPS 2025arXiv:2510.18215
2
citations

Estimating Shape Distances on Neural Representations with Limited Samples

Dean Pospisil, Brett Larsen, Sarah Harvey et al.

ICLR 2024arXiv:2310.05742
5
citations

Sequence Compression Speeds Up Credit Assignment in Reinforcement Learning

Aditya A. Ramesh, Kenny Young, Louis Kirsch et al.

ICML 2024oralarXiv:2405.03878
2
citations