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1 paper

stat.ML2026

Distribution-Free Confidence Ellipsoids for Ridge Regression with PAC Bounds

Szabolcs Szentpéteri, Balázs Csanád Csáji

Linearly parametrized models are widely used in control and signal processing, with the least-squares (LS) estimate being the archetypical solution. When the input is insufficientl…