cgFOC admits computable VC-dimension bounds on nowhere dense structures and efficient algorithms for query answering and PAC learning on locally bounded expansion classes, but a minor extension is intractable on trees.
Learning aggregate queries defined by first-order logic with counting
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Complexity of Clique-Guarded First-Order Logic with Counting
cgFOC admits computable VC-dimension bounds on nowhere dense structures and efficient algorithms for query answering and PAC learning on locally bounded expansion classes, but a minor extension is intractable on trees.