Florian Leiser

15 papers A* 1Misc 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Reward Systems for Trustworthy Medical Federated Learning.
ACM Trans. Comput. Heal.
Konstantin D. Pandl, Florian Leiser, Scott Thiebes, Ali Sunyaev
2025 — conf
TELL-ME: Toward Personalized Explanations of Large Language Models.
CHI Extended Abstracts
Jakub Jeck, Florian Leiser, Anne Hüsges, Ali Sunyaev
2024 J jnl
Explainable artificial intelligence for omics data: a systematic mapping study.
Briefings Bioinform.
Philipp A. Toussaint, Florian Leiser, Scott Thiebes, Matthias Schlesner, Benedikt Brors, Ali Sunyaev
2024 A* conf
HILL: A Hallucination Identifier for Large Language Models.
CHI
Florian Leiser, Sven Eckhardt, Valentin Leuthe, Merlin Knaeble, Alexander Mädche, Gerhard Schwabe, Ali Sunyaev
2024 J jnl
HILL: A Hallucination Identifier for Large Language Models.
CoRR
Florian Leiser, Sven Eckhardt, Valentin Leuthe, Merlin Knaeble, Alexander Maedche, Gerhard Schwabe, Ali Sunyaev
2024 — conf
Informed Machine Learning for Cardiomegaly Detection in Chest X-Rays: A Comparative Study.
ISBI
Felix Hasse, Florian Leiser, Ali Sunyaev
2024 — conf
Inter-Organizational Collaboration for Machine Learning: Motivating and Discouraging Factors in the Automotive Industry.
ECIS
Sascha Rank, Florian Leiser, Scott Thiebes, Ali Sunyaev
2024 J jnl
Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review.
CoRR
Luis M. Lopez-Ramos, Florian Leiser, Aditya Rastogi, Steven Hicks, Inga Strümke, Vince I. Madai, Tobias Budig, Ali Sunyaev, Adam Hilbert
2024 — conf
Knowledge-Guided Learning of Temporal Dynamics and its Application to Gas Turbines.
e-Energy
Pawel Bielski, Aleksandr Eismont, Jakob Bach, Florian Leiser, Dustin Kottonau, Klemens Böhm
2023 — conf
Applying Random Forests in Federated Learning: A Synthesis of Aggregation Techniques.
Wirtschaftsinformatik
Mattis Bodynek, Florian Leiser, Scott Thiebes, Ali Sunyaev
2023 Misc conf
From ChatGPT to FactGPT: A Participatory Design Study to Mitigate the Effects of Large Language Model Hallucinations on Users.
MuC
Florian Leiser, Sven Eckhardt, Merlin Knaeble, Alexander Maedche, Gerhard Schwabe, Ali Sunyaev
2023 J jnl
Medical informed machine learning: A scoping review and future research directions.
Artif. Intell. Medicine
Florian Leiser, Sascha Rank, Manuel Schmidt-Kraepelin, Scott Thiebes, Ali Sunyaev
2023 — conf
Understanding the Role of Expert Intuition in Medical Image Annotation: A Cognitive Task Analysis Approach.
HICSS
Florian Leiser, Simon Warsinsky, Marie Daum, Manuel Schmidt-Kraepelin, Scott Thiebes, Martin Wagner, Ali Sunyaev
2022 J jnl
Reward Systems for Trustworthy Medical Federated Learning.
CoRR
Konstantin D. Pandl, Florian Leiser, Scott Thiebes, Ali Sunyaev
2021 — conf
What Your Radiologist Might be Missing: Using Machine Learning to Identify Mislabeled Instances of X-ray Images.
HICSS
Tim Rädsch, Sven Eckhardt, Florian Leiser, Konstantin D. Pandl, Scott Thiebes, Ali Sunyaev