3 papers
cs.LG2026
OT on the Map: Quantifying Domain Shifts in Geographic Space
Haoran Zhang, Livia Betti, Konstantin Klemmer +2
In computer vision and machine learning for geographic data, out-of-domain generalization is a pervasive challenge, arising from uneven global data coverage and distribution shifts…
math.CO2023
VC-Dimension of Hyperplanes over Finite Fields
Ruben Ascoli, Livia Betti, Justin Cheigh +8
Let be the -dimensional vector space over the finite field with elements. For a subset and a fixed nonzero ,…
math.PR2023
Benfordness of Measurements Resulting from Box Fragmentation
Livia Betti, Irfan Durmić, Zoe McDonald +2
We make progress on a conjecture made by [DM], which states that the -dimensional frames of -dimensional boxes resulting from a fragmentation process satisfy Benford's law fo…