Leveraged volume sampling for linear regression

Michal Derezinski, Manfred K. K. Warmuth, Daniel J. Hsu

Nov-20-2025, 15:22:01 GMT–Neural Information Processing Systems

Surprisingly we show that volume sampling can have poor behavior when we require a very accurate approximation - indeed worse than some i.i.d.

artificial intelligence, leverage score, machine learning, (17 more...)

Neural Information Processing Systems

Nov-20-2025, 15:22:01 GMT

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