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
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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 |