"leverage score sampling" Papers

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Provably Accurate Shapley Value Estimation via Leverage Score Sampling

Christopher Musco, R. Teal Witter

ICLR 2025arXiv:2410.01917
16
citations

Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond

Kyriakos Axiotis, Vincent Cohen-Addad, Monika Henzinger et al.

ICML 2024arXiv:2402.17327
16
citations

Turnstile $\ell_p$ leverage score sampling with applications

Alexander Munteanu, Simon Omlor

ICML 2024arXiv:2406.00339
2
citations