17 citations · 32 across the 8 of their papers we have counts for
11 papers
Special geometry, quasi-modularity and attractor flow for BPS structures
Murad Alim, Florian Beck, Anna Biggs +1
We study mathematical structures on the moduli spaces of BPS structures of theories. Guided by the realization of BPS structures within type IIB string theory on no…
Efficient learning of large sets of locally optimal classification rules
Van Quoc Phuong Huynh, Johannes Fürnkranz, Florian Beck
Conventional rule learning algorithms aim at finding a set of simple rules, where each rule covers as many examples as possible. In this paper, we argue that the rules found in thi…
An Empirical Investigation into Deep and Shallow Rule Learning
Florian Beck, Johannes Fürnkranz
Inductive rule learning is arguably among the most traditional paradigms in machine learning. Although we have seen considerable progress over the years in learning rule-based theo…
An Investigation into Mini-Batch Rule Learning
Florian Beck, Johannes Fürnkranz
We investigate whether it is possible to learn rule sets efficiently in a network structure with a single hidden layer using iterative refinements over mini-batches of examples. A…
Geometry of the Space of Sections of Twistor Spaces with Circle Action
Florian Beck, Indranil Biswas, Sebastian Heller +1
We study the holomorphic symplectic geometry of (the smooth locus of) the space of holomorphic sections of a twistor space with rotating circle action. The twistor space carries a…
Folding of Hitchin systems and crepant resolutions
Florian Beck, Ron Donagi, Katrin Wendland
Folding of ADE-Dynkin diagrams according to graph automorphisms yields irreducible Dynkin diagrams of ABCDEFG-types. This folding procedure allows to trace back the properties of t…