Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment

1 code implementation • 13 Feb 2023 • Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia

With the aim of studying how current multimodal algorithms based on heterogeneous sources of information are affected by sensitive elements and inner biases in the data, we propose a fictitious case study focused on automated recruitment: FairCVtest.

Decision Making Fairness