Stefan Feuerriegel
- Trust in scientists and their role in society across 68 countries
2025/01/20 by Viktoria Cologna, Niels G. Mede, Sebastian Berger +97 · 12 voices · 59 citations
Social Sciences · #Climate Change Communication and Perception #Misinformation and Its Impacts #Risk Perception and Management
- Addressing climate change with behavioral science: A global intervention tournament in 63 countries
2024/02/07 by Madalina Vlasceanu, Kimberly C Doell, Joseph B. Bak-Coleman +97 · 2 voices · 8 citations
Environmental Science · Psychology · Social Sciences · #Behavioral Health and Interventions #Climate Change Communication and Perception #Environmental Education and Sustainability
- A Sociotechnical View of Algorithmic Fairness
2021/09/27 by Mateusz Dolata, Stefan Feuerriegel, Dolata, Mateusz +3 · 5 citations
Social Sciences · #Computers and Society (cs.CY) #Digital Economy and Work Transformation #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Innovation, Technology, and Society #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Estimating average causal effects from patient trajectories
2022/03/02 by Dennis Frauen, Frauen, Dennis, Tobias Hatt +5 · 5 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Computation (stat.CO) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods in Clinical Trials
- Generative AI may backfire for counterspeech
2024/11/22 by Dominik Bär, Abdurahman Maarouf, Bär, Dominik +3 · 4 voices · 3 citations
#cs.SI #cs.CY
- Sharp Bounds for Generalized Causal Sensitivity Analysis
2023/05/26 by Dennis Frauen, Frauen, Dennis, Valentyn Melnychuk +3 · 4 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Statistical Methods in Clinical Trials
- Russian propaganda on social media during the 2022 invasion of Ukraine
2022/11/08 by Dominique Geissler, Dominik Bär, Geissler, Dominique +5 · 1 voice · 3 citations
#cs.SI
- Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects
2022/02/25 by Tobias Hatt, Hatt, Tobias, Jeroen Berrevoets +7 · 3 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials #Statistical Methods and Inference
- Conformal Prediction for Causal Effects of Continuous Treatments
2024/07/03 by Maresa Schröder, Dennis Frauen, Schröder, Maresa +9 · 4 citations
Mathematics · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques
- Estimating individual treatment effects under unobserved confounding using binary instruments
2022/08/17 by Dennis Frauen, Stefan Feuerriegel, Frauen, Dennis +1 · 3 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
- DSG: An End-to-End Document Structure Generator
2023/10/13 by Johannes Rausch, Rausch, Johannes, Gentiana Rashiti +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset
2025/01/20 by Niels G. Mede, Viktoria Cologna, Sebastian Berger +97 · 3 voices · 2 citations
Social Sciences · Environmental Science · #Climate Change Communication and Perception #Environmental Education and Sustainability #Media Studies and Communication
- Explainable AI improves task performance in human-AI collaboration
2024/06/12 by Julian Senoner, Senoner, Julian, Simon Schallmoser +7 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Long-term stock index forecasting based on text mining of regulatory\n disclosures
2018/06/26 by Stefan Feuerriegel, Feuerriegel, Stefan, Julius Gordon +1 · 1 citation
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Advanced Text Analysis Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Financial Markets and Investment Strategies #Stock Market Forecasting Methods
- Reinforcement Learning in R
2018/09/29 by Nicolas Pröllochs, Pröllochs, Nicolas, Stefan Feuerriegel +1 · 1 voice
Computer Science · #Data Analysis with R #Data Stream Mining Techniques #Reinforcement Learning in Robotics #cs.LG #stat.ML
- Using natural language processing to analyse text data in behavioural science
2025/01/02 by Stefan Feuerriegel, Abdurahman Maarouf, Dominik Bär +14 · 1 voice · 3 citations
Computer Science · Psychology · #Advanced Text Analysis Techniques #Mental Health via Writing #Sentiment Analysis and Opinion Mining
- Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
2023/10/26 by Konstantin Heß, Valentyn Melnychuk, Hess, Konstantin +5 · 4 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mathematical Biology Tumor Growth #Model Reduction and Neural Networks
- IGC-Net for conditional average potential outcome estimation over time
2024/05/31 by Konstantin Heß, Dennis Frauen, Hess, Konstantin +5 · 4 citations
Decision Sciences · Engineering · #Risk and Safety Analysis #Fault Detection and Control Systems
- Context-Adaptive Visual Cues for Safe Navigation in Augmented Reality Using Machine Learning
2022/09/22 by Arne Seeliger, Raphael P. Weibel, Stefan Feuerriegel · 1 citation
Psychology · Computer Science · #Human-Automation Interaction and Safety #Augmented Reality Applications #Gaze Tracking and Assistive Technology
- Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
2024/07/07 by Dennis Frauen, Konstantin Heß, Frauen, Dennis +3 · 5 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference
- Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
2024/10/02 by Yılmazcan Özyurt, Ozyurt, Yilmazcan, Stefan Feuerriegel +3 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Educational Technology and Assessment #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fair Off-Policy Learning from Observational Data
2023/03/15 by Dennis Frauen, Valentyn Melnychuk, Frauen, Dennis +3 · 1 citation
Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The International Climate Psychology Collaboration: Climate change-related data collected from 63 countries
2024/10/01 by Kimberly C Doell, Boryana Todorova, Madalina Vlasceanu +96 · 1 voice · 2 citations
Environmental Science · Psychology · Social Sciences · #Behavioral Health and Interventions #Climate Change Communication and Perception #Environmental Education and Sustainability
- DiffPO: A causal diffusion model for learning distributions of potential outcomes
2024/10/11 by Yuchen Ma, Ma, Yuchen, Valentyn Melnychuk +5 · 3 citations
Decision Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Analyzing User Characteristics of Hate Speech Spreaders on Social Media
2023/10/24 by Dominique Geissler, Abdurahman Maarouf, Geissler, Dominique +3 · 1 citation
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Social Media and Politics #Terrorism, Counterterrorism, and Political Violence
- Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
2024/12/16 by Yuxin Wang, Wang, Yuxin, Maresa Schröder +9 · 2 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Designing Effective Digital Literacy Interventions for Boosting Deepfake Discernment
2025/07/31 by Dominique Geissler, Claire Robertson, Geissler, Dominique +3 · 3 voices · 1 citation
#cs.HC #cs.AI
- Orthogonal Representation Learning for Estimating Causal Quantities
2025/02/06 by Valentyn Melnychuk, Dennis Frauen, Melnychuk, Valentyn +5 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Frequentist Consistency of Prior-Data Fitted Networks for Causal Inference
2026/03/12 by Valentyn Melnychuk, Vahid Balazadeh, Stefan Feuerriegel +1 · 1 voice · 1 citation
#cs.LG
- AutoSynthesis: An agentic system for automated meta-analysis
2026/07/16 by Moein Taherinezhad, Sebastian Maier, Gerardo Vitagliano +2 · 2 voices
#cs.AI
- LLM-SoccerArena: Benchmarking LLMs on Real-World Predictions in Sports
2026/07/27 by Jonas Schröder, Jonas Schweisthal, Oliver Müller +2
#cs.AI