| Conformal Prediction for Causal Effects of Continuous Treatments | NeurIPS 2025 |
| Treatment Effect Estimation For Optimal Decision-Making | NeurIPS 2025 |
| Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from time-to-event Data | NeurIPS 2025 |
| LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding | NeurIPS 2025 |
| Improving the Generation and Evaluation of Synthetic data for Downstream Medical Causal Inference | NeurIPS 2025 |
| Personalized Exercise Recommendation with Semantically-grounded Knowledge Tracing | NeurIPS 2025 |
| Opportunities for Causal Machine Learning in Precision Oncology | NEJM AI |
| Contextualizing Recommendation Explanations with LLMs: A User Study | ICWSM 2026 |
| The Effect of Education in Prompt Engineering: Evidence from Journalists | ICWSM 2026 |
| A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments | KDD 2025 |
| Learning Representations of Instruments for Partial Identification of Treatment Effects | ICML 2025 |
| A Brave New World of Human Resources Research: Navigating Perils and Identifying Grand Challenges of the GenAI Revolution | Journal of Management (JOM) |
| The Role of Social Media Ads for Election Outcomes: Evidence from the 2021 German Election | PNAS Nexus |
| A New Machine Learning Approach Answers What-If Questions | MIT SMR |
| Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets | ICLR 2025 |
| Model-agnostic Meta-learners for Estimating Heterogeneous Treatment Effects Over Time | ICLR 2025 |
| Stabilized Neural Prediction of Potential Outcomes in Continuous Time | ICLR 2025 |
| Differentially Private Learners for Heterogeneous Treatment Effects | ICLR 2025 |
| Perceptions of Science, Science Communication, and Climate Change Attitudes in 68 Countries – the TISP Dataset | Nature Scientific Data |
| Analyzing User Characteristics of Hate Speech Spreaders on Social Media | WWW 2025 |
| Explainable AI Improves Task Performance in Human-AI Collaboration | Scientific Reports |
| A Qualitative Analysis of Remote Patient Monitoring: How a Paradox Mindset Can Support Balancing Emotional Tensions in the Design of Healthcare Technologies | CSCW 2025 |
| Data-Driven Dynamic Police Patrolling: An Efficient Monte Carlo Tree Search | European Journal of Operational Research |
| DiffPO: A Causal Diffusion Model for Learning Distributions of Potential Outcomes | NeurIPS 2024 |
| Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner | NeurIPS 2024 |
| The International Climate Psychology Collaboration: Climate Change-related Data Collected from 63 Countries | Nature Scientific Data |
| A Fused Large Language Model for Predicting Startup Success | European Journal of Operational Research |
| Auditing Targeted Political Advertising on Social Media During the 2021 German Election | PNAS Nexus
|
| Comparing the willingness to share for human-generated vs. AI-generated fake news | CSCW 2024 |
| Causal Machine Learning for Cost-Effective Allocation of Development Aid | KDD 2024 |
| HQP: A Human-Annotated Dataset for Detecting Online Propaganda | ACL Findings |
| Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments | ICML 2024 |
| Fair Off-Policy Learning from Observational Data | ICML 2024 |
| Multimodal In-Vehicle Hypoglycemia Warning for Drivers With Type 1 Diabetes: Design and Evaluation in Simulated and Real-World Driving | JMIR Human Factors |
| Data-driven Subgrouping of Patient Trajectories with Chronic Diseases: Evidence from Low Back Pain | CHIL 2024 |
| Analyzing the Strategy of Propaganda using Inverse Reinforcement Learning: Evidence from the 2022 Russian Invasion of Ukraine | CSCW 2024 |
| Machine Learning to Infer a Health State Using Biomedical Signals — Detection of Hypoglycemia in People with Diabetes while Driving Real Cars | NEJM AI |
| Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework | ICLR 2024 |
| A Neural Framework for Generalized Causal Sensitivity Analysis | ICLR 2024 |
| Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation | ICLR 2024 |
| Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation | ICLR 2024 |
| A Globally Convergent Algorithm for Neural Network Parameter Optimization Based on Difference-of-Convex Functions | TMLR |
| Sequential Deconfounding for Causal Inference with Unobserved Confounders | CLeaR 2024 |
| In-Vehicle Voice Warning for Hypoglycemia: A Simulated and Real-Driving Study | JMIR Human Factors |
| Smartwatches for Non-invasive Hypoglycaemia Detection During Cognitive and Psychomotor Stress | Diabetes, Obesity and Metabolism |
| Which Linguistic Cues Make People Fall for Fake News? A Comparison of Cognitive and Affective Processing | CSCW 2024 |
| The Virality of Hate Speech on Social Media | CSCW 2024 |
| Designing Electricity Distribution Networks: The Impact of Demand Coincidence | European Journal of Operational Research |
| DSG: An End-to-End Document Structure Generator | ICDM 2023 |
| Locating Disparities in Machine Learning | IEEE BigData 2023 |
| Sharp Bounds for Generalized Causal Sensitivity Analysis | NeurIPS 2023 |
| Reliable Off-Policy Learning for Dosage Combinations | NeurIPS 2023 |
| Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model | NeurIPS 2023 |
| Russian propaganda on social media during the 2022 invasion of Ukraine | EPJ Data Science |
| Leveraging large language models to monitor climate technology innovation | Environmental Research Letters |
| Generative AI | Business & Information Systems Engineering (BISE) |
| Affective Information Processing of Fake News: Evidence from NeuroIS | European Journal of Information Systems (EJIS) |
| Glycaemic Patterns of Male Professional Athletes With Type 1 Diabetes During Exercise, Recovery and Sleep: Retrospective, Observational Study Over an Entire Competitive Season | Diabetes, Obesity and Metabolism |
| Normalizing Flows for Interventional Density Estimation | ICML 2023 |
| Mechanisms of True and False Rumor Sharing in Social Media: Collective Intelligence or Herd Behavior? | CSCW 2023 |
| New threats to society from free-speech social media platforms | CACM |
| Machine learning for non-invasive sensing of hypoglycemia while driving in people with diabetes | Diabetes, Obesity and Metabolism (DOM) |
| Analyzing Social Media Activities at Bellingcat | WebSci'23 |
| Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals with Prediabetes or Diabetes: Retrospective Cohort Study | JMIR |
| Contrastive Learning for Unsupervised Domain Adaptation of Time Series | ICLR 2023 |
| Estimating individual treatment effects under unobserved confounding using binary instruments | ICLR 2023 |
| Estimating Conditional Average Treatment Effects with Missing Treatment Information | AISTATS 2023 |
| Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving | ACM Conference on Human Factors in Computing Systems 2023 |
| Estimating average causal effects from patient trajectories | AAAI Conference on Artificial Intelligence (AAAI-23) |
| QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation | EMNLP 2022 |
| Selecting Advanced Analytics in Manufacturing: A Decision Support Model | Production Planning & Control |
| Context-Adaptive Visual Cues for Safe Navigation in Augmented Reality Using Machine Learning | International Journal of Human-Computer Interaction |
| "Is It My Turn?" Assessing Teamwork and Taskwork in Collaborative Immersive Analytics | CSCW 2022 |
| Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes | Diabetes Technology & Therapeutics |
| The methodologies to assess the effects of non-pharmaceutical interventions during COVID-19: a systematic review | European Journal of Epidemiology |
| Finding Qs: Profiling QAnon Supporters on Parler | ICWSM 2023 |
| Online Emotions During the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler | ICWSM 2023 |
| Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine | MLHC 2022 |
| Data-driven dynamic treatment planning for chronic diseases | European Journal of Operational Research |
| Generalizing Off-Policy Learning under Sample Selection Bias | UAI 2022 |
| Interpretable Off-Policy Learning via Hyperbox Search | ICML 2022 |
| Causal Transformer for Estimating Counterfactual Outcomes | ICML 2022 |
| A Scalable Risk Scoring System for COVID-19 Inpatients Based on Consumer-grade Wearables: Statistical Analysis and Model Development | JMIR Formative Research |
| Estimating and explaining cross-country variation in the effectiveness of non-pharmaceutical interventions during COVID-19 | Scientific Reports |
| Mining points-of-interest data to predict urban inequality: Evidence from Germany and France | Conference ICWSM |
| Web Mining to Inform Locations of Charging Stations for Electric Vehicles | Conference WWW Companion 2022 |
| Augmented Reality for Machine Setups: Task Performance and Usability Evaluation in a Field Test | Procedia CIRP |
| Detecting False Rumors from Retweet Dynamics on Social Media | TheWebConf 2022 |
| A Deep Markov Model for Clickstream Analytics in Online Shopping | TheWebConf 2022 |
| Emotions explain differences in the diffusion of true vs. false social media rumors | Scientific Reports |
| Analyzing Patient Trajectories with Artificial Intelligence | Journal of Medical Internet Research (JMIR) |
| A Latent Customer Flow Model for Interpretable Predictions of Check-In Counts | IEEE International Conference on Big Data |
| Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies | Machine Learning for Health (ML4H) |
| A network analysis of drug combinations associated with Acute Generalized Exanthematous Pustulosis (AGEP) | Journal of Clinical Medicine (JCM) |
| Emotions in online rumor diffusion | European Physical Journal Data Science (EPJ) |
| A Sociotechnical View of Algorithmic Fairness |
Information Systems Journal |
| Contrastive Domain Adaptation for Question Answering using Limited Text Corpora | Conference on Empirical Methods in Natural Language Processing (EMNLP) |
| Exploring the Effect of Visual Cues on Eye Gaze During AR-Guided Picking and Assembly Tasks | IEEE International Symposium on Mixed and Augmented Reality (ISMAR) |
| Estimating Average Treatment Effects via Orthogonal Regularization | Conference on Information and Knowledge Management (CIKM) |
| Estimating the effect of mobility on SARS-CoV-2 transmission during the first and second wave of the COVID-19 epidemic, Switzerland, March to December 2020 | Eurosurveillance |
