Wendy E. Mackay

schoolIndependent Researcherbar_chart#9622 Global Rank

Total Papers

HCI Rank

#9622

Research Areas

Years Active

Recent Publications

Deep Learning Uncertainty in Machine Teaching

Machine Learning models can output confident but incorrect predictions. To address this, ML researchers use various techniques to reliably estimate ML uncertainty, usually performed on controlled benchmarks once the model has been trained. We explore how the two types of uncertainty—aleatoric and epistemic—can help…

CSCW '21CorrespondingSpecialist and Collaborative Work // Algorithmic Fairness

Exploring the Role of Artifacts in Collective Dance Re-staging

Preparing a new dance performance involves more than asking dancers to learn individual steps. We are interested in understanding how dancers collaborate as they rehearse a new dance piece, with a particular emphasis on how they use physical and digital artifacts to support this process. We conducted a 12-month longit…

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