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Optimally compressing VC classes (2201.04131v2)
Published 11 Jan 2022 in cs.LG and math.CO
Abstract: Resolving a conjecture of Littlestone and Warmuth, we show that any concept class of VC-dimension $d$ has a sample compression scheme of size $d$.