2 papers
math.LO2025
On Tameness, Measurability and the Independence Property
Lothar Sebastian Krapp, Matthieu Vermeil, Laura Wirth
In the area of Tame Geometry, different model-theoretic tameness conditions are established and their relationships are analyzed. We construct a subfield of the real numbers th…
cs.LG2024
Measurability in the Fundamental Theorem of Statistical Learning
Lothar Sebastian Krapp, Laura Wirth
The Fundamental Theorem of Statistical Learning states that a hypothesis space is PAC learnable if and only if its VC dimension is finite. For the agnostic model of PAC learning, t…