Search Results for author: Frank Valencia

Found 2 papers, 0 papers with code

On the impossibility of non-trivial accuracy under fairness constraints

no code implementations14 Jul 2021 Carlos Pinzón, Catuscia Palamidessi, Pablo Piantanida, Frank Valencia

One of the main concerns about fairness in machine learning (ML) is that, in order to achieve it, one may have to trade off some accuracy.

Fairness

Polarization and Belief Convergence of Agents in Strongly-Connected Influence Graphs

no code implementations4 Dec 2020 Mário S. Alvim, Bernardo Amorim, Sophia Knight, Santiago Quintero, Frank Valencia

We describe a model for polarization in multi-agent systems based on Esteban and Ray's classic measure of polarization from economics.

Multiagent Systems

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