pseudodimension
nounEtymology From pseudo- + dimension.
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Mathematics, Sciences The largest cardinality (or infinite) of a set of points (in a function class) that can be shattered.
- Our algorithms rely on random sampling and their analysis leverages on Rademacher averages and pseudodimension, fundamental concepts from statistical learning theory.2016, Matteo Riondato, Eli Upfal, “ABRA: Approximating Betweenness Centrality in Static and Dynamic Graphs with Rademacher Averages”, in arXiv: