| 2026 | CHI | Designing Effective Digital Literacy Interventions for Boosting Deepfake Discernment. | Dominique Geissler, Claire Robertson, Stefan Feuerriegel |
| 2026 | CHI | Partnering with Generative AI: Experimental Evaluation of Model-Led and Human-Led Interaction in Human-AI Co-Creation. | Sebastian Maier, Manuel Schneider, Stefan Feuerriegel |
| 2026 | CHI | Supporting Effective Goal Setting with LLM-Based Chatbots. | Michel Schimpf, Sebastian Maier, Anton Wyrowski, Lara Christoforakos, Stefan Feuerriegel, Thomas Bohn |
| 2025 | ICLR | Model-agnostic meta-learners for estimating heterogeneous treatment effects over time. | Dennis Frauen, Konstantin Hess, Stefan Feuerriegel |
| 2025 | ICLR | Stabilized Neural Prediction of Potential Outcomes in Continuous Time. | Konstantin Hess, Stefan Feuerriegel |
| 2025 | ICLR | Differentially private learners for heterogeneous treatment effects. | Maresa Schrder, Valentyn Melnychuk, Stefan Feuerriegel |
| 2025 | ICLR | Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets. | Yuxin Wang, Maresa Schrder, Dennis Frauen, Jonas Schweisthal, Konstantin Hess, Stefan Feuerriegel |
| 2025 | ICML | Learning Representations of Instruments for Partial Identification of Treatment Effects. | Jonas Schweisthal, Dennis Frauen, Maresa Schrder, Konstantin Hess, Niki Kilbertus, Stefan Feuerriegel |
| 2025 | KDD | A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments. | Yuchen Ma, Jonas Schweisthal, Hengrui Zhang, Stefan Feuerriegel |
| 2025 | WWW | Analyzing User Characteristics of Hate Speech Spreaders on Social Media. | Dominique Geissler, Abdurahman Maarouf, Stefan Feuerriegel |
| 2024 | ACL | HQP: A Human-Annotated Dataset for Detecting Online Propaganda. | Abdurahman Maarouf, Dominik Br, Dominique Geissler, Stefan Feuerriegel |
| 2024 | ICLR | A Neural Framework for Generalized Causal Sensitivity Analysis. | Dennis Frauen, Fergus Imrie, Alicia Curth, Valentyn Melnychuk, Stefan Feuerriegel, Mihaela van der Schaar |
| 2024 | ICLR | Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation. | Konstantin Hess, Valentyn Melnychuk, Dennis Frauen, Stefan Feuerriegel |
| 2024 | ICLR | Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation. | Valentyn Melnychuk, Dennis Frauen, Stefan Feuerriegel |
| 2024 | ICLR | Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework. | Maresa Schrder, Dennis Frauen, Stefan Feuerriegel |
| 2024 | ICML | Fair Off-Policy Learning from Observational Data. | Dennis Frauen, Valentyn Melnychuk, Stefan Feuerriegel |
| 2024 | ICML | Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments. | Jonas Schweisthal, Dennis Frauen, Mihaela van der Schaar, Stefan Feuerriegel |
| 2024 | KDD | Causal Machine Learning for Cost-Effective Allocation of Development Aid. | Milan Kuzmanovic, Dennis Frauen, Tobias Hatt, Stefan Feuerriegel |
| 2023 | AAAI | Estimating Average Causal Effects from Patient Trajectories. | Dennis Frauen, Tobias Hatt, Valentyn Melnychuk, Stefan Feuerriegel |
| 2023 | AISTATS | Estimating Conditional Average Treatment Effects with Missing Treatment Information. | Milan Kuzmanovic, Tobias Hatt, Stefan Feuerriegel |
| 2023 | CHI | Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving. | Kevin Koch, Martin Maritsch, Eva van Weenen, Stefan Feuerriegel, Matthias Pfffli, Elgar Fleisch, Wolfgang Weinmann, Felix Wortmann |
| 2023 | ICDM | DSG: An End-to-End Document Structure Generator. | Johannes Rausch, Gentiana Rashiti, Maxim Gusev, Ce Zhang, Stefan Feuerriegel |
| 2023 | ICLR | Estimating individual treatment effects under unobserved confounding using binary instruments. | Dennis Frauen, Stefan Feuerriegel |
| 2023 | ICLR | Contrastive Learning for Unsupervised Domain Adaptation of Time Series. | Yilmazcan zyurt, Stefan Feuerriegel, Ce Zhang |
| 2023 | ICML | Normalizing Flows for Interventional Density Estimation. | Valentyn Melnychuk, Dennis Frauen, Stefan Feuerriegel |
| 2023 | ICWSM | Finding Qs: Profiling QAnon Supporters on Parler. | Dominik Br, Nicolas Prllochs, Stefan Feuerriegel |
| 2023 | ICWSM | Online Emotions during the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler. | Johannes Jakubik, Michael Vssing, Nicolas Prllochs, Dominik Br, Stefan Feuerriegel |
| 2022 | EMNLP | QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation. | Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang |
| 2022 | ICML | Causal Transformer for Estimating Counterfactual Outcomes. | Valentyn Melnychuk, Dennis Frauen, Stefan Feuerriegel |
| 2022 | ICML | Interpretable Off-Policy Learning via Hyperbox Search. | Daniel Tschernutter, Tobias Hatt, Stefan Feuerriegel |
| 2022 | ICWSM | Mining Points-of-Interest Data to Predict Urban Inequality: Evidence from Germany and France. | Manuel Ganter, Malte Toetzke, Stefan Feuerriegel |
| 2022 | WWW | Web Mining to Inform Locations of Charging Stations for Electric Vehicles. | Philipp Hummler, Christof Naumzik, Stefan Feuerriegel |
| 2022 | WWW | Detecting False Rumors from Retweet Dynamics on Social Media. | Christof Naumzik, Stefan Feuerriegel |
| 2022 | WWW | A Deep Markov Model for Clickstream Analytics in Online Shopping. | Yilmazcan zyurt, Tobias Hatt, Ce Zhang, Stefan Feuerriegel |
| 2022 | UAI | Generalizing off-policy learning under sample selection bias. | Tobias Hatt, Daniel Tschernutter, Stefan Feuerriegel |
| 2021 | AAAI | DocParser: Hierarchical Document Structure Parsing from Renderings. | Johannes Rausch, Octavio Martinez, Fabian Bissig, Ce Zhang, Stefan Feuerriegel |
| 2021 | CIKM | Estimating Average Treatment Effects via Orthogonal Regularization. | Tobias Hatt, Stefan Feuerriegel |
| 2021 | EMNLP | Contrastive Domain Adaptation for Question Answering using Limited Text Corpora. | Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel |
| 2021 | ISMAR | Exploring the Effect of Visual Cues on Eye Gaze During AR-Guided Picking and Assembly Tasks. | Arne Seeliger, Gerrit Merz, Christian Holz, Stefan Feuerriegel |
| 2021 | KDD | AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units. | Yilmazcan zyurt, Mathias Kraus, Tobias Hatt, Stefan Feuerriegel |
| 2021 | KDD | Predicting COVID-19 Spread from Large-Scale Mobility Data. | Amray Schwabe, Joel Persson, Stefan Feuerriegel |
| 2020 | AAAI | Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems (Student Abstract). | Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel |
| 2020 | CHI | ALEEDSA: Augmented Reality for Interactive Machine Learning. | Andrea Ferrario, Raphael Weibel, Stefan Feuerriegel |
| 2020 | CHI | Towards Wearable-based Hypoglycemia Detection and Warning in Diabetes. | Martin Maritsch, Simon Fll, Vera Lehmann, Caterina Brub, Mathias Kraus, Stefan Feuerriegel, Tobias Kowatsch, Thomas Zger, Christoph Stettler, Elgar Fleisch, Felix Wortmann |
| 2020 | COLING | IntKB: A Verifiable Interactive Framework for Knowledge Base Completion. | Bernhard Kratzwald, Kunpeng Guo, Stefan Feuerriegel, Dennis Diefenbach |
| 2020 | EMNLP | Learning a Cost-Effective Annotation Policy for Question Answering. | Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun |
| 2020 | ICWSM | Leveraging Mobility Flows from Location Technology Platforms to Test Crime Pattern Theory in Large Cities. | Cristina Kadar, Stefan Feuerriegel, Anastasios Noulas, Cecilia Mascolo |
| 2020 | KDD | Cascade-LSTM: A Tree-Structured Neural Classifier for Detecting Misinformation Cascades. | Francesco Ducci, Mathias Kraus, Stefan Feuerriegel |
| 2020 | WWW | Early Detection of User Exits from Clickstream Data: A Markov Modulated Marked Point Process Model. | Tobias Hatt, Stefan Feuerriegel |
| 2020 | WWW | One Picture Is Worth a Thousand Words? The Pricing Power of Images in e-Commerce. | Christof Naumzik, Stefan Feuerriegel |
| 2020 | WWW | Mining Points-of-Interest for Explaining Urban Phenomena: A Scalable Variational Inference Approach. | Christof Naumzik, Patrick Zoechbauer, Stefan Feuerriegel |
| 2019 | ACL | RankQA: Neural Question Answering with Answer Re-Ranking. | Bernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel |
| 2019 | KDD | Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching. | Mathias Kraus, Stefan Feuerriegel |
| 2019 | NAACL | Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach. | Nicolas Prllochs, Stefan Feuerriegel, Dirk Neumann |
| 2019 | WWW | Learning from On-Line User Feedback in Neural Question Answering on the Web. | Bernhard Kratzwald, Stefan Feuerriegel |
| 2018 | EMNLP | Adaptive Document Retrieval for Deep Question Answering. | Bernhard Kratzwald, Stefan Feuerriegel |
| 2017 | WI | Setting the Right Tone: How Data Science Enables Investor Communication to Choose the Right Language. | Simon Jonas Alfano, Nicolas Prllochs, Joscha Mrkle-Huss, Stefan Feuerriegel, Dirk Neumann |
| 2017 | WI | Understanding Consumer Behavior in Electronic Commerce with Image Sentiment. | Christof Naumzik, Stefan Feuerriegel, Dirk Neumann |
| 2016 | ICIS | Is Human Information Processing Affected by Emotional Content? Understanding The Role of Facts and Emotions in the Stock Market. | Nicolas Prllochs, Stefan Feuerriegel, Dirk Neumann |
| 2015 | ICIS | Information Processing of Foreign Exchange News: Extending the Overshooting Model to Include Qualitative Information from News Sentiment. | Stefan Feuerriegel, Georg Wolff, Dirk Neumann |
| 2014 | ICIS | Long- and Short-Term Impact of News Messages on House Prices: A Comparative Study of Spain and the United States. | Jan-Otto Jandl, Stefan Feuerriegel, Dirk Neumann |
| 2013 | ICA3PP | Synchronization-Reducing Variants of the Biconjugate Gradient and the Quasi-Minimal Residual Methods. | Stefan Feuerriegel, H. Martin Bcker |
| 2013 | ICA3PP | A Normalization Scheme for the Non-symmetric s-Step Lanczos Algorithm. | Stefan Feuerriegel, H. Martin Bcker |
| 2013 | ICIS | Shaping a Sustainable Society: How Information Systems Utilize Hidden Synergies between Green Technologies. | Tobias Brandt, Stefan Feuerriegel, Dirk Neumann |
| 2013 | ICIS | News or Noise? How News Drives Commodity Prices. | Stefan Feuerriegel, Dirk Neumann |
| 2012 | ICIS | Reducing Price Uncertainty through Demand Side Management. | Stefan Feuerriegel, Jens Strker, Dirk Neumann |