How Reliable Are Treatment Effects in Clinical Trials With Dropout?
CauScien @NeurIPS 2025
#p_feuerriegel
MFS+25a
LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding
NeurIPS 2025
#p_feuerriegel
JLW+25
A Qualitative Analysis of Remote Patient Monitoring: How a Paradox Mindset Can Support Balancing Emotional Tensions in the Design of Healthcare Technologies
CSCW 2025
#p_feuerriegel
SKZ+25
Monitoring Changes in Vitamin D Levels During the COVID-19 Pandemic With Routinely-Collected Laboratory Data
Nature Communications 16.8772. Oct. 2025
#p_feuerriegel
AQF+25
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
Preprint (Oct. 2025)
#p_feuerriegel
JMS+25
An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes
Preprint (Oct. 2025)
#p_feuerriegel
KOS+25
Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference
Preprint (Oct. 2025)
#p_feuerriegel
KMF+25
From Code to Culture: Aligning Large Language Models With Corporate Values
Preprint (Oct. 2025)
#p_feuerriegel
MGS+25b
Short-Form Video Platforms Drive Mobile Overuse
Preprint (Oct. 2025)
#p_feuerriegel
WFS+25a
Assessing the Robustness of Heterogeneous Treatment Effects in Survival Analysis Under Informative Censoring
Preprint (Oct. 2025)
#p_feuerriegel
BSF25
SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis
Preprint (Sep. 2025)
#p_feuerriegel
HMF25a
The Persuasive Power of LLMs: A Systematic Literature Review and Meta-Analysis
Preprint (Sep. 2025)
#p_feuerriegel
MF25
GDR-Learners: Orthogonal Learning of Generative Models for Potential Outcomes
Preprint (Sep. 2025)
#p_feuerriegel
MFS+25c
Overlap-Adaptive Regularization for Conditional Average Treatment Effect Estimation
Preprint (Sep. 2025)
#p_feuerriegel
PFK25
Learning From Editorial Decisions: Optimizing Audience-Wide Content Promotions With Causal Machine Learning
Preprint (Sep. 2025)
#p_feuerriegel
TAF25
Designing LLMs for Cultural Sensitivity: Evidence From English-Japanese Translation
Preprint (Sep. 2025)
#p_feuerriegel
MSZ+25
A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments
KDD 2025
#p_feuerriegel
SHR+25a
The Effect of Medical Explanations From Large Language Models on Diagnostic Accuracy in Radiology
Preprint (Aug. 2025)
#p_feuerriegel#p_ingrisch
Bae25
Computational Approaches to Enhance the Integrity of Social Media: From Detection to Intervention
Dissertation LMU München. Jul. 2025
#p_feuerriegel
SFS+25
Learning Representations of Instruments for Partial Identification of Treatment Effects
ICML 2025
#p_feuerriegel#p_kilbertus
GMB+25
A Comment on 'A 2 Million-Person, Campaign-Wide Field Experiment Shows How Digital Advertising Affects Voter Turnout'
I4R Discussion Paper Series.237. Jul. 2025
#p_feuerriegel
WFS+25
Opportunities for Causal Machine Learning in Precision Oncology
NEJM AI 2.8. Jul. 2025
#p_feuerriegel
GRF+25
Digital Literacy Interventions Can Boost Humans in Discerning Deepfakes
Preprint (Jul. 2025)
#p_feuerriegel
OAF+25
Personalized Exercise Recommendation With Semantically-Grounded Knowledge Tracing
Preprint (Jul. 2025)
#p_feuerriegel
MFJ+25
Foundation Models for Causal Inference via Prior-Data Fitted Networks
Preprint (Jun. 2025)
#p_feuerriegel
SSE+25
Causal Machine Learning for Assessing the Effectiveness of Off-Label Use of Amiodarone in New-Onset Atrial Fibrillation
Preprint (Jun. 2025)
#p_feuerriegel
KFS+25
Algorithms for Reliable Decision-Making Need Causal Reasoning
Nature Computational Science 5. May. 2025
#p_feuerriegel#p_kern#p_kreuter
FMS+25a
Treatment Effect Estimation for Optimal Decision-Making
Preprint (May. 2025)
#p_feuerriegel
FSH+25a
Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects From Time-to-Event Data
Preprint (May. 2025)
#p_feuerriegel
HMF25
Generative AI and Creativity: A Systematic Literature Review and Meta-Analysis
Preprint (May. 2025)
#p_feuerriegel
SHF25
PrivATE: Differentially Private Confidence Intervals for Average Treatment Effects
Preprint (May. 2025)
#p_feuerriegel
GMF25
Analyzing User Characteristics of Hate Speech Spreaders on Social Media
WWW 2025
#p_feuerriegel
FWK+25
Tracking ESG Disclosures of European Companies With Retrieval-Augmented Generation
Climate Change AI @ICLR 2025
#p_feuerriegel
FHF25
Model-Agnostic Meta-Learners for Estimating Heterogeneous Treatment Effects Over Time
ICLR 2025
#p_feuerriegel
HF25
Stabilized Neural Prediction of Potential Outcomes in Continuous Time
ICLR 2025
#p_feuerriegel
SMF25
Differentially Private Learners for Heterogeneous Treatment Effects
ICLR 2025
#p_feuerriegel
WSF+25
Constructing Confidence Intervals for Average Treatment Effects From Multiple Datasets
ICLR 2025
#p_feuerriegel
MFB+25
A Fused Large Language Model for Predicting Startup Success
European Journal of Operational Research 322.1. Apr. 2025
#p_feuerriegel
MSE+25
Beware of 'Explanations' of AI
Preprint (Apr. 2025)
#p_feuerriegel
BPF25
The Role of Social Media Ads for Election Outcomes: Evidence From the 2021 German Election
PNAS Nexus.pgaf073. Mar. 2025
#p_feuerriegel
SHR+25
The Effect of Medical Explanations From Large Language Models on Diagnostic Decisions in Radiology
Preprint (Mar. 2025)
#p_feuerriegel#p_ingrisch
DF25
Data-Driven Dynamic Police Patrolling: An Efficient Monte Carlo Tree Search
European Journal of Operational Research 321.1. Feb. 2025
#p_feuerriegel
FMB+25
Using Natural Language Processing to Analyse Text Data in Behavioural Science
Nature Reviews Psychology 4. Feb. 2025
#p_feuerriegel#p_plank
HFM+25
Efficient and Sharp Off-Policy Learning Under Unobserved Confounding
Preprint (Feb. 2025)
#p_feuerriegel
MFS+25
Orthogonal Representation Learning for Estimating Causal Quantities
Preprint (Feb. 2025)
#p_feuerriegel
FFS25
Contextualizing Recommendation Explanations With LLMs: A User Study
Preprint (Jan. 2025)
#p_feuerriegel
MMS+24
DiffPO: A Causal Diffusion Model for Learning Distributions of Potential Outcomes
NeurIPS 2024
#p_feuerriegel
MFS24
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
NeurIPS 2024
#p_feuerriegel
SSK+24
Explainable AI Improves Task Performance in Human–AI Collaboration
Scientific Reports 14.31150. Dec. 2024
#p_feuerriegel
BFS+24
Comparing the Willingness to Share for Human-Generated vs. AI-Generated Fake News
CSCW 2024
#p_feuerriegel
GF24
Analyzing the Strategy of Propaganda Using Inverse Reinforcement Learning: Evidence From the 2022 Russian Invasion of Ukraine
CSCW 2024
#p_feuerriegel
MPF24
The Virality of Hate Speech on Social Media
CSCW 2024
#p_feuerriegel
BMF24
Generative AI May Backfire for Counterspeech
Preprint (Nov. 2024)
#p_feuerriegel
JSF24
Slowing Down Forgetting in Continual Learning
Preprint (Nov. 2024)
#p_feuerriegel
OFS24
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
Preprint (Oct. 2024)
#p_feuerriegel
OFZ24
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models
Preprint (Oct. 2024)
#p_feuerriegel
TKF24
A Globally Convergent Algorithm for Neural Network Parameter Optimization Based on Difference-of-Convex Functions
Transactions on Machine Learning Research. Sep. 2024
#p_feuerriegel
BFG+24
The Effect of Education in Prompt Engineering: Evidence From Journalists
Preprint (Sep. 2024)
#p_feuerriegel
KFH+24
Causal Machine Learning for Cost-Effective Allocation of Development Aid
KDD 2024
#p_feuerriegel
MBG+24
HQP: A Human-Annotated Dataset for Detecting Online Propaganda
Findings @ACL 2024
#p_feuerriegel
FMF24
Fair Off-Policy Learning From Observational Data
ICML 2024
#p_feuerriegel
SFS+24
Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments
ICML 2024
#p_feuerriegel
SFS+24a
Conformal Prediction for Causal Effects of Continuous Treatments
Preprint (Jul. 2024)
#p_feuerriegel
NKV+24
Data-Driven Subgrouping of Patient Trajectories With Chronic Diseases: Evidence From Low Back Pain
CHIL 2024
#p_feuerriegel
BPD+24
Systematic Discrepancies in the Delivery of Political Ads on Facebook and Instagram
PNAS Nexus.pgae247. Jun. 2024
#p_feuerriegel
FRW+24
Predicting the Validity and Reliability of Survey Questions
Preprint (Jun. 2024)
#p_bischl#p_feuerriegel
FIC+24
A Neural Framework for Generalized Causal Sensitivity Analysis
ICLR 2024
#p_feuerriegel
HMF+24
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
ICLR 2024
#p_feuerriegel
MFF24
Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation
ICLR 2024
#p_feuerriegel
SFF24
Causal Fairness Under Unobserved Confounding: A Neural Sensitivity Framework
ICLR 2024
#p_feuerriegel
HFM+24
G-Transformer for Conditional Average Potential Outcome Estimation Over Time
Preprint (May. 2024)
#p_feuerriegel
FFM+24
Causal Machine Learning for Predicting Treatment Outcomes
Nature Medicine 30. Apr. 2024
#p_feuerriegel#p_kilbertus
MFL+24
Smartwatches for Non-Invasive Hypoglycaemia Detection During Cognitive and Psychomotor Stress
Diabetes, Obesity and Metabolism 26.3. Mar. 2024
#p_feuerriegel
FHJ+24
Generative AI
Business and Information Systems Engineering 66.1. Feb. 2024
#p_feuerriegel
LZM+24
Machine Learning to Infer a Health State Using Biomedical Signals - Detection of Hypoglycemia in People With Diabetes While Driving Real Cars
NEJM AI. Jan. 2024
#p_feuerriegel
ZHF23
Locating Disparities in Machine Learning
IEEE BigData 2023
#p_feuerriegel
FMF23
Sharp Bounds for Generalized Causal Sensitivity Analysis
NeurIPS 2023
#p_feuerriegel
MFF23
Partial Counterfactual Identification of Continuous Outcomes With a Curvature Sensitivity Model
NeurIPS 2023
#p_feuerriegel
SFM+23
Reliable Off-Policy Learning for Dosage Combinations
NeurIPS 2023
#p_feuerriegel
GBP+23
Russian Propaganda on Social Media During the 2022 Invasion of Ukraine
EPJ Data Science. Dec. 2023
#p_feuerriegel
RRG+23
DSG: An End-to-End Document Structure Generator
ICDM 2023
#p_feuerriegel
FDG+23
Research Can Help to Tackle AI-Generated Disinformation
Nature Human Behaviour 7. Nov. 2023
#p_feuerriegel
SKF23
Building Open-Source AI
Nature Computational Science 3.11. Oct. 2023
#p_feuerriegel
MFM+23
Counterfactual Fairness for Predictions Using Generative Adversarial Networks
Preprint (Oct. 2023)
#p_feuerriegel
BPF23a
New Threats to Society From Free-Speech Social Media Platforms
Communications of the ACM 66.10. Sep. 2023
#p_feuerriegel
TPF23
Leveraging Large Language Models to Monitor Climate Technology Innovation
Environmental Research Letters 18.9. Sep. 2023
#p_feuerriegel
MFF23a
Normalizing Flows for Interventional Density Estimation
ICML 2023
#p_feuerriegel
BPF23
Finding Qs: Profiling QAnon Supporters on Parler
ICWSM 2023
#p_feuerriegel
FF23
Estimating Individual Treatment Effects Under Unobserved Confounding Using Binary Instruments
ICLR 2023
#p_feuerriegel
BMU+23
A Comparison of Short-Term Probabilistic Forecasts for the Incidence of COVID-19 Using Mechanistic and Statistical Time Series Models
Preprint (May. 2023)
#p_feuerriegel
BCL+23
Analyzing Social Media Activities at Bellingcat
WebSci 2023
#p_feuerriegel
PF23
Mechanisms of True and False Rumor Sharing in Social Media: Collective Intelligence or Herd Behavior?
CHI 2023
#p_feuerriegel
FHM+23
Estimating Average Causal Effects From Patient Trajectories
AAAI 2023
#p_feuerriegel
SZK+23
Machine Learning for Predicting Micro- And Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study
Journal of Medical Internet Research 25. Feb. 2023
#p_feuerriegel
DSB+22
Robust and Efficient Imbalanced Positive-Unlabeled Learning With Self-Supervision
Preprint (Sep. 2022)
#p_bischl#p_feuerriegel
MFM+20
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels
Workshop @CIKM 2020
#p_feuerriegel#p_schubert#p_seidl
BFM+20
Knowledge Graph Entity Alignment With Graph Convolutional Networks: Lessons Learned