Trustworthiness measure and trade-offs (metrics, indicators ...)
AITA room
Stefan Wrobel (tbc)
› Assessing Systematic Weaknesses of DNNs using Counterfactuals - Sujan Sai Gannamaneni, Fraunhofer IAIS
11:00-11:30 (30min)
› Evaluating Trustworthiness of Decision Tree Learning Algorithms based on Equivalence Checking - Omer Nguena Timo, Université du Québec en Outaouais
11:30-12:00 (30min)
› Relative Effects of Positive and Negative Explanations on Satisfaction and Performance in Human-Agent Teams - Bryan Lavender, Tandy School of Computer Science [Tulsa] - Sami Abuhaimed, Tandy School of Computer Science [Tulsa]
12:00-12:30 (30min)
Non-functional requirements such as accountability, reliability, privacy etc.
AITA room
Foutse Khohm
› To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods - Liming Zhu, CSIRO Data61
16:00-16:30 (30min)
› Protecting ownership rights of ML models using watermarking in the light of adversarial attacks - Katarzyna Kapusta, IRT System X
16:30-17:00 (30min)