2 papers
cs.DS2020
Learning Lines with Ordinal Constraints
Bohan Fan, Diego Ihara Centurion, Neshat Mohammadi +3
We study the problem of finding a mapping from a set of points into the real line, under ordinal triple constraints. An ordinal constraint for a triple of points asse…
cs.CG2018
Algorithms for metric learning via contrastive embeddings
Diego Ihara Centurion, Neshat Mohammadi, Anastasios Sidiropoulos
We study the problem of supervised learning a metric space under discriminative constraints. Given a universe and sets of similar and…