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Multivalued generalizations of the Frankl--Pach Theorem
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P. Frankl and J. Pach proved the following uniform version of Sauer's Lemma. Let $n,d,s$ be natural numbers such that $d\leq n$, $s+1\leq n/2$. Let $\cF \subseteq {[n] \choose d}$ be an arbitrary $d$-uniform set system such that $\cF$ does not shatter an $s+1$-element set, then $$ |\cF|\leq {n \choose s}.$$ We prove here two generalizations of the above theorem to $n$-tuple systems. To obtain these results, we use Gr\"obner basis methods, and describe the standard monomials of Hamming spheres.
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An Optimal Sauer Lemma Over $k$-ary Alphabets
A sharp Sauer inequality for multiclass and list prediction is established in terms of the DS dimension, tight for every alphabet size k, list size ℓ, and dimension value.
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