"bias-variance trade-off" Papers

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Adaptive Data-Borrowing for Improving Treatment Effect Estimation using External Controls

Qinwei Yang, Jingyi Li, Peng Wu

NEURIPS 2025arXiv:2508.03282

Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity

Pengqi Li, Lizhong Ding, Jiarun Fu et al.

NEURIPS 2025

On Shallow Planning Under Partial Observability

Randy Lefebvre, Audrey Durand

AAAI 2025paperarXiv:2407.15820
2
citations

Optimizing importance weighting in the presence of sub-population shifts

Floris Holstege, Bram Wouters, Noud Giersbergen et al.

ICLR 2025arXiv:2410.14315
2
citations

Privately Learning Smooth Distributions on the Hypercube by Projections

Clément Lalanne, Sébastien Gadat

ICML 2024arXiv:2409.10083
1
citations