Learning lines with ordinal constraints

B Fan, DI Centurion, N Mohammadi, F Sgherzi… - arXiv preprint arXiv …, 2020 - arxiv.org
We study the problem of finding a mapping $ f $ from a set of points into the real line, under
ordinal triple constraints. An ordinal constraint for a triple of points $(u, v, w) $ asserts that $| f …

[PDF][PDF] Geometric Algorithms for Learning and Data Poisoning

B FAN - 2023 - indigo.uic.edu
The study of geometric problems has a rich history spanning over 4000 years. From ancient
civilizations employing axiomatic methods in their geometry to the development of modern …

Geometric Algorithms for Metric and Graph Learning

N Mohammadi - 2022 - search.proquest.com
Graph and metric space representations are currently popular due to their multiple
applications in modeling complex data sets from social networks to human genome …