MatBuilder: Mastering Sampling Uniformity Over Projections
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
Registration Categories
Full Conference Supporter
Full Conference
Virtual Conference Supporter
Virtual Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
DescriptionAs it turns out complex uniformity properties can be formalised using simple matrix determinants.
MatBuilder solves for such properties using a ILP solver and generates matrices that can be used as a drop-in replacement of popular samplers.
The samplers created by MatBuilder achieve the uniformity of classic low discrepancy sequences coupled with an unprecedented ability to match problem specific structures.