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EMK+25

Aligning NLP Models With Target Population Perspectives Using PAIR: Population-Aligned Instance Replication

NLPerspectives @EMNLP 2025

#p_kern #p_kreuter #p_plank

KSG+25

Unintended Impacts of Automation for Integration? Simulating Integration Outcomes of Algorithm-Based Refugee Allocation in Germany

AIES 2025

#p_kern #p_kreuter

SNK25a

Beyond Proxy Variables: Extending Refugee Allocation Algorithms for Equitable Predictions

AIES 2025

#p_kern

JK25

From Rules to Forests: Rule-Based Versus Statistical Models for Jobseeker Profiling

Journal for Labour Market Research 59.26. Oct. 2025. Preprint

#p_kern

BEK+25

Bias in the Loop: How Humans Evaluate AI-Generated Suggestions

Preprint (Sep. 2025)

#p_kern #p_kreuter

CK25a

Pre-Trained Nonresponse Prediction in Panel Surveys With Machine Learning

Survey Research Methods 19.2. Aug. 2025

#p_kern

Sim25

Decoupling Data and Tooling in Interactive Visualization

Preprint (Aug. 2025)

#p_kern

FKP25

The Value of Prediction in Identifying the Worst-Off

ICML 2025

#p_kern

NWK+25

Measuring Public Opinion Towards Artificial Intelligence: Development and Validation of a General AI Attitude Short Scale

AI and Society. Jul. 2025

#p_kern #p_kreuter

FKK25

Adjusting Survey Estimates With Multi-Accuracy Post-Processing

ITACOSM 2025

#p_kern #p_kreuter

SKB25a

Fares on Fairness: Using a Total Error Framework to Examine the Role of Measurement and Representation in Training Data on Model Fairness and Bias

EWAF 2025

#p_kern #p_kreuter

SNK25

Re-Evaluating the Role of Refugee Integration Factors for Building More Equitable Allocation Algorithms

EWAF 2025

#p_kern

SK25a

Location Matching on Shaky Grounds: Re-Evaluating Algorithms for Refugee Allocation

ACM FAccT 2025

#p_kern

KFS+25

Algorithms for Reliable Decision-Making Need Causal Reasoning

Nature Computational Science 5. May. 2025

#p_feuerriegel #p_kern #p_kreuter

BK25

Fairness, Justice, and Social Inequality in Machine Learning

Preprint (May. 2025)

#p_kern

SDM+25

Preventing Harmful Data Practices by Using Participatory Input to Navigate the Machine Learning Multiverse

CHI 2025

#p_kern

KKZ25

Multi-Accurate CATE Is Robust to Unknown Covariate Shifts

ICLR 2025

#p_kern

AMS+25

Fairness in Algorithmic Profiling: The AMAS Case

Minds and Machines 35.9. Jan. 2025

#p_kern

FKB+24

Bridging the Gap: Towards an Expanded Toolkit for AI-Driven Decision-Making in the Public Sector

Government Information Quarterly 41.4. Dec. 2024

#p_kern #p_kreuter

KBM+24a

When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes

ACM Journal on Responsible Computing. Nov. 2024

#p_kern #p_kreuter

SK24

Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production

AStA Wirtschafts- Und Sozialstatistisches Archiv 18. Oct. 2024

#p_kern #p_kreuter

KKZ24

Multi-Accurate CATE Is Robust to Unknown Covariate Shifts

Transactions on Machine Learning Research. Oct. 2024. Certifications: Featured

#p_kern

FKK24

Workshop Humans, Algorithmic Decision-Making and Society @ICML 2024

#p_kern #p_kreuter

KK24

Measurement Modeling of Predictors and Outcomes in Algorithmic Fairness

EWAF 2024

#p_kern

SFK24a

Unveiling the Blindspots: Examining Availability and Usage of Protected Attributes in Fairness Datasets

EWAF 2024

#p_kern

SK24a

Deciding the Future of Refugees: Rolling the Dice or Algorithmic Location Assignment?

EWAF 2024

#p_kern

JK24

Ethnic Classifications in Algorithmic Fairness: Concepts, Measures and Implications in Practice

ACM FAccT 2024

#p_kern

SFK24

Lazy Data Practices Harm Fairness Research

ACM FAccT 2024

#p_kern

SPK24

One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions

ACM FAccT 2024

#p_kern

KKZ24a

Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts

Preprint (May. 2024)

#p_kern
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0001-01-01 - Last modified: 0001-01-01