F. Maxwell Harper

schoolAmazonbar_chart#7945 Global Rank

Total Papers

HCI Rank

#7945

Research Areas

Years Active

Recent Publications

Trade-offs in Sampling and Search for Early-stage Interactive Machine Learning

For many automated classification tasks, collecting labeled data is the key barrier to training a useful supervised model. Interfaces for interactive labeling tighten the loop of labeled data collection and model development, enabling a subject-matter expert to quickly establish the feasibility of a classifier for ad…

CHI '202nd AuthorAI Ethics, Fairness & Accountability +1

Factors Influencing Perceived Fairness in Algorithmic Decision-Making: Algorithm Outcomes, Development Procedures, and Individual Differences

Algorithmic decision-making systems are increasingly used throughout the public and private sectors to make important decisions or assist humans in making these decisions with real social consequences. While there has been substantial research in recent years to build fair decision-making algorithms, there has been le…

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