دنبال کردن
Jakob Schoeffer
Jakob Schoeffer
Assistant Professor, University of Groningen
ایمیل تأیید شده در rug.nl - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
"There is not enough information": On the effects of explanations on perceptions of informational fairness and trustworthiness in automated decision-making‏
J Schoeffer, N Kühl, Y Machowski‏
ACM FAccT, 2022‏
672022
DEAL: Deep evidential active learning for image classification‏
P Hemmer, N Kühl, J Schoeffer‏
IEEE ICMLA, 2020‏
652020
Detecting concept drift with neural network model uncertainty‏
L Baier, T Schlör, J Schoeffer, N Kühl‏
HICSS, 2023‏
412023
A study on fairness and trust perceptions in automated decision making‏
J Schoeffer, Y Machowski, N Kühl‏
ACM IUI (Workshop), 2021‏
342021
Explanations, fairness, and appropriate reliance in human-AI decision-making‏
J Schoeffer, M De-Arteaga, N Kühl‏
🏅 ACM CHI, 2024‏
322024
Appropriate fairness perceptions? On the effectiveness of explanations in enabling people to assess the fairness of automated decision systems‏
J Schoeffer, N Kühl‏
ACM CSCW (Poster), 2021‏
302021
A critical survey on fairness benefits of explainable AI‏
L Deck, J Schoeffer, M De-Arteaga, N Kühl‏
ACM FAccT, 2024‏
22*2024
Perceptions of fairness and trustworthiness based on explanations in human vs. automated decision-making‏
J Schoeffer, Y Machowski, N Kühl‏
HICSS, 2022‏
202022
On the interdependence of reliance behavior and accuracy in AI-assisted decision-making‏
J Schoeffer, J Jakubik, M Vössing, N Kühl, G Satzger‏
🏆 HHAI, 2023‏
192023
An empirical evaluation of predicted outcomes as explanations in human-AI decision-making‏
J Jakubik, J Schoeffer, V Hoge, M Vössing, N Kühl‏
ECML PKDD (Workshop), 2022‏
162022
A ranking approach to fair classification‏
J Schoeffer, N Kühl, I Valera‏
ACM COMPASS, 2021‏
102021
"I want it that way": Enabling interactive decision support using large language models and constraint programming‏
C Lawless, J Schoeffer, L Le, K Rowan, S Sen, CS Hill, J Suh, ...‏
ACM Transactions on Interactive Intelligent Systems (TiiS), 2024‏
92024
Online platforms and the fair exposure problem under homophily‏
J Schoeffer, A Ritchie, K Naggita, F Monachou, J Finocchiaro, M Juarez‏
AAAI, 2023‏
82023
On the relationship between explanations, fairness perceptions, and decisions‏
J Schoeffer, M De-Arteaga, N Kühl‏
ACM CHI (Workshop), 2022‏
82022
Utilizing active machine learning for quality assurance: A case study of virtual car renderings in the automotive industry‏
P Hemmer, N Kühl, J Schoeffer‏
HICSS, 2022‏
72022
Mapping the potential of explainable AI for fairness along the AI lifecycle‏
L Deck, A Schomäcker, T Speith, J Schoeffer, L Kästner, N Kühl‏
EWAF (Workshop), 2024‏
6*2024
AI reliance and decision quality: Fundamentals, interdependence, and the effects of interventions‏
J Schoeffer, J Jakubik, M Vössing, N Kühl, G Satzger‏
Journal of Artificial Intelligence Research (JAIR), 2025‏
42025
A human-centric perspective on fairness and transparency in algorithmic decision-making‏
J Schoeffer‏
ACM CHI (Doctoral Consortium), 2022‏
32022
On the interplay of transparency and fairness in AI-informed decision-making‏
J Schoeffer‏
Karlsruhe Institute of Technology (Dissertation), 2023‏
22023
Looks can mislead: Feature-based explanations do not reliably improve fairness of AI-assisted decisions‏
J Schoeffer, M De-Arteaga, N Kühl‏
Available at SSRN 5029746, 2024‏
2024
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20