ICST 2021
Mon 12 - Fri 16 April 2021
Mon 12 Apr 2021 11:45 - 12:15 at Paiva - ITEQS II

Assuring fairness of an algorithmic decision making (ADM) system is a challenging task involving different and possibly conflicting views on fairness as expressed by multiple fairness measures. We argue that a combination of the agile development framework Acceptance Test-Driven Development (ATDD) and the concept of Assurance Cases from safety engineering is a pragmatic way to assure fairness levels that are adequate for a predefined application. The approach supports examinations by regulating bodies or related auditing processes by providing a structured argument explaining the achieved level of fairness and its sufficiency for the application.

Mon 12 Apr

Displayed time zone: Brasilia, Distrito Federal, Brazil change

11:45 - 12:45
ITEQS IIITEQS at Paiva
11:45
30m
Full-paper
Assuring Fairness of Algorithmic Decision Making
ITEQS
A: Marc Hauer TU Kaiserslautern - Algorithm Accountability Lab , A: Rasmus Adler Fraunhofer IESE, A: Katharina Zweig TU Kaiserslautern - Algorithm Accountability Lab
12:15
30m
Full-paper
Enabling Fast Exploration and Validation of Thermal Dissipation Requirements for Heterogeneous CPU Platforms
ITEQS
A: Joel Öhrling Abo Akademi University, A: Dragos Truscan Åbo Akademi University, A: Sebastien Lafond Åbo Akademi University