Klaus Mueller

schoolStony Brook Universitybar_chart#3646 Global Rank

Total Papers

HCI Rank

#3646

Research Areas

Years Active

Recent Publications

FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness

The issue of fairness in decision-making is a critical one, especially given the variety of stakeholder demands for differing and mutually incompatible versions of fairness. Adopting a strategic interaction of perspectives provides an alternative to enforcing a singular standard of fairness. We present a web-based sof…

CSCW '24CorrespondingSession 3a: Unpacking User Interpretation and System Design

Belief Miner: A Methodology for Discovering Causal Beliefs and Causal Illusions from General Populations

Causal belief is a cognitive practice that humans apply everyday to reason about cause and effect relations between factors, phenomena, or events. Like optical illusions, humans are prone to drawing causal relations between events that are only coincidental (i.e., causal illusions). Researchers in domains such as cogn…

CSCW '20CorrespondingInterpreting and Explaining AI

Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers

The wide adoption of Machine Learning (ML) technologies has created a growing demand for people who can train ML models. Some advocated the term "machine teacher" to refer to the role of people who inject domain knowledge into ML models. This "teaching" perspective emphasizes supporting the productivity and mental wel…

CSCW '20CorrespondingVideos, Live Streaming, and VR

Toward Interactively Balancing the Screen Time of Actors Based on Observable Phenotypic Traits in Live Telecast

Several prominent studies have shown that the imbalanced on-screen exposure of observable phenotypic traits like gender and skin-tone in movies, TV shows, live telecasts, and other visual media can reinforce gender and racial stereotypes in society. Researchers and human rights organizations alike have long been calli…

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