Dennis M. Hofmann

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 3

Top Topics

Anomaly Detection

User Participation

Detecting Anomalous

Current Situation

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Peter M. VanNostrand, Dennis M. Hofmann, Lei Ma, Elke A. Rundensteiner
Actionable Recourse for Automated Decisions: Examining the Effects of Counterfactual Explanation Type and Presentation on Lay User Understanding. FAccT (2024)
Peter M. VanNostrand, Huayi Zhang, Dennis M. Hofmann, Elke A. Rundensteiner
FACET: Robust Counterfactual Explanation Analytics. Proc. ACM Manag. Data 1 (4) (2023)
Dennis M. Hofmann, Peter VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System. Proc. VLDB Endow. 15 (12) (2022)