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Feuerriegel, Stefan

  1. 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)
  2. 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
  3. Russian propaganda on social media during the 2022 invasion of Ukraine
    2022/11/08 by Dominique Geissler, Dominik Bär, Geissler, Dominique +5 · 1 voice · 4 citations
    #cs.SI
  4. Contrastive Learning for Unsupervised Domain Adaptation of Time Series
    2022/06/13 by Ozyurt, Yilmazcan, Feuerriegel, Stefan, Zhang, Ce · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects
    2022/02/25 by Tobias Hatt, Hatt, Tobias, Jeroen Berrevoets +7 · 4 citations
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials #Statistical Methods and Inference
  6. Generative AI may backfire for counterspeech
    2024/11/22 by Dominik Bär, Bär, Dominik, Abdurahman Maarouf +3 · 4 voices · 3 citations
    #cs.SI #cs.CY
  7. Adaptive Document Retrieval for Deep Question Answering
    2018/08/20 by Kratzwald, Bernhard, Feuerriegel, Stefan · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. Sharp Bounds for Generalized Causal Sensitivity Analysis
    2023/05/26 by Dennis Frauen, Valentyn Melnychuk, Frauen, Dennis +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
  9. Foundation Models for Causal Inference via Prior-Data Fitted Networks
    2025/06/12 by Ma, Yuchen, Frauen, Dennis, Javurek, Emil +1 · 10 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Conformal Prediction for Causal Effects of Continuous Treatments
    2024/07/03 by Maresa Schröder, Schröder, Maresa, Dennis Frauen +9 · 5 citations
    Mathematics · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques
  11. 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
  12. Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
    2023/10/26 by Konstantin Heß, Hess, Konstantin, Valentyn Melnychuk +5 · 5 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
  13. 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
  14. 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)
  15. Comparing the willingness to share for human-generated vs. AI-generated fake news
    2024/02/12 by Bashardoust, Amirsiavosh, Feuerriegel, Stefan, Shrestha, Yash Raj · 3 citations
    #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  16. News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions
    2018/01/22 by Feuerriegel, Stefan, Gordon, Julius · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML)
  17. Long-term stock index forecasting based on text mining of regulatory\n disclosures
    2018/06/26 by Stefan Feuerriegel, Julius Gordon, Feuerriegel, Stefan +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
  18. 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
  19. Contextualizing Recommendation Explanations with LLMs: A User Study
    2025/01/21 by Feng, Yuanjun, Feuerriegel, Stefan, Shrestha, Yash Raj · 4 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  20. DocParser: Hierarchical Structure Parsing of Document Renderings
    2019/11/05 by Rausch, Johannes, Martinez, Octavio, Bissig, Fabian +2 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. Leveraging Mobility Flows from Location Technology Platforms to Test Crime Pattern Theory in Large Cities
    2020/04/17 by Kadar, Cristina, Feuerriegel, Stefan, Noulas, Anastasios +1 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  22. Sequential Deconfounding for Causal Inference with Unobserved Confounders
    2021/04/16 by Hatt, Tobias, Feuerriegel, Stefan · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  23. Artificial intelligence across company borders
    2021/06/21 by Fink, Olga, Netland, Torbjørn, Feuerriegel, Stefan · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences
  24. Generalizing Off-Policy Learning under Sample Selection Bias
    2021/12/02 by Hatt, Tobias, Tschernutter, Daniel, Feuerriegel, Stefan · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  25. Which linguistic cues make people fall for fake news? A comparison of cognitive and affective processing
    2023/12/02 by Lutz, Bernhard, Adam, Marc, Feuerriegel, Stefan +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  26. Detecting User Exits from Online Behavior: A Duration-Dependent Latent State Model
    2022/08/08 by Hatt, Tobias, Feuerriegel, Stefan · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  27. Estimating Conditional Average Treatment Effects with Missing Treatment Information
    2022/03/02 by Milan Kuzmanovic, Tobias Hatt, Kuzmanovic, Milan +3 · 1 citation
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  28. IGC-Net for conditional average potential outcome estimation over time
    2024/05/31 by Konstantin Heß, Hess, Konstantin, Dennis Frauen +5 · 4 citations
    Decision Sciences · Engineering · #Risk and Safety Analysis #Fault Detection and Control Systems
  29. Algorithmic Fairness in Business Analytics: Directions for Research and Practice
    2022/07/22 by De-Arteaga, Maria, Feuerriegel, Stefan, Saar-Tsechansky, Maytal · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  30. Mechanisms of True and False Rumor Sharing in Social Media: Collective Intelligence or Herd Behavior?
    2022/07/07 by Nicolas Pröllochs, Stefan Feuerriegel, Pröllochs, Nicolas +1 · 1 citation
    Social Sciences · Physics and Astronomy · #Misinformation and Its Impacts #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence
  31. Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
    2024/10/02 by Yılmazcan Özyurt, Ozyurt, Yilmazcan, Stefan Feuerriegel +3 · 3 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)
  32. DiffPO: A causal diffusion model for learning distributions of potential outcomes
    2024/10/11 by Yuchen Ma, Ma, Yuchen, Valentyn Melnychuk +5 · 4 citations
    Decision Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Fair Off-Policy Learning from Observational Data
    2023/03/15 by Dennis Frauen, Frauen, Dennis, Valentyn Melnychuk +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)
  34. A comparison of short-term probabilistic forecasts for the incidence of COVID-19 using mechanistic and statistical time series models
    2023/05/01 by Banholzer, Nicolas, Mellan, Thomas, Unwin, H Juliette T +3 · 1 citation
    #Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Populations and Evolution (q-bio.PE)
  35. Generative AI and Creativity: A Systematic Literature Review and Meta-Analysis
    2025/05/22 by Holzner, Niklas, Maier, Sebastian, Feuerriegel, Stefan · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  36. Analyzing User Characteristics of Hate Speech Spreaders on Social Media
    2023/10/24 by Dominique Geissler, Geissler, Dominique, Abdurahman Maarouf +3 · 1 citation
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Social Media and Politics #Terrorism, Counterterrorism, and Political Violence
  37. Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
    2024/07/07 by Dennis Frauen, Frauen, Dennis, Konstantin Heß +3 · 5 citations
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference
  38. Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
    2024/12/16 by Yuxin Wang, Maresa Schröder, Wang, Yuxin +9 · 2 citations
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
  39. Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments
    2024/06/04 by Schweisthal, Jonas, Frauen, Dennis, van der Schaar, Mihaela +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  40. Treatment Effect Estimation for Optimal Decision-Making
    2025/05/19 by Frauen, Dennis, Melnychuk, Valentyn, Schweisthal, Jonas +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. 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
  42. A Neural Framework for Generalized Causal Sensitivity Analysis
    2023/11/27 by Frauen, Dennis, Imrie, Fergus, Curth, Alicia +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  43. Differentially Private Learners for Heterogeneous Treatment Effects
    2025/03/05 by Schröder, Maresa, Melnychuk, Valentyn, Feuerriegel, Stefan · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. Orthogonal Representation Learning for Estimating Causal Quantities
    2025/02/06 by Valentyn Melnychuk, Melnychuk, Valentyn, Dennis Frauen +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
  45. Beware of "Explanations" of AI
    2025/04/09 by David Martens, Galit Shmueli, Martens, David +31 · 1 citation
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)