no code implementations • 2 Jun 2020 • Andre Bourdoux, Andre Noll Barreto, Barend van Liempd, Carlos de Lima, Davide Dardari, Didier Belot, Elana-Simona Lohan, Gonzalo Seco-Granados, Hadi Sarieddeen, Henk Wymeersch, Jaakko Suutala, Jani Saloranta, Maxime Guillaud, Minna Isomursu, Mikko Valkama, Muhammad Reza Kahar Aziz, Rafael Berkvens, Tachporn Sanguanpuak, Tommy Svensson, Yang Miao
This white paper concludes by highlighting foundational research challenges, as well as implications and opportunities related to privacy, security, and trust.
no code implementations • 24 Feb 2020 • Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki, Juha Röning
When the amount of data for training is limited, the traditional approach to improve calibration starts to crumble.
no code implementations • 30 Jan 2020 • Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki, Juha Röning
Many classification applications require accurate probability estimates in addition to good class separation but often classifiers are designed focusing only on the latter.