no code implementations • 21 Jun 2023 • Diego Ihara Centurion, Karine Chubarian, Bohan Fan, Francesco Sgherzi, Thiruvenkadam S Radhakrishnan, Anastasios Sidiropoulos, Angelo Straight
We propose a label poisoning attack on geometric data sets against $k$-nearest neighbor classification.
no code implementations • 27 Apr 2020 • Bohan Fan, Diego Ihara Centurion, Neshat Mohammadi, Francesco Sgherzi, Anastasios Sidiropoulos, Mina Valizadeh
We study the problem of finding a mapping $f$ from a set of points into the real line, under ordinal triple constraints.
no code implementations • 13 Jul 2018 • Diego Ihara Centurion, Neshat Mohammadi, Anastasios Sidiropoulos
We study the problem of supervised learning a metric space under discriminative constraints.