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Home/Authors/Dorothea Dumuid

Dorothea Dumuid

1 indexed paper

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Publications per year

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26

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Stats ML×1AI×1ML×1Neural Computing×1

Frequent co-authors

Aneta Neumann1×
Ty Stanford1×
Frank Neumann1×

Research Timeline

2026
Quality Diversity for Reliable Data Driven Time-Use Optimization

This paper introduces an uncertainty quantification Quality Diversity framework for reliable time-use recommendations, using a large child cohort dataset and compositional data analysis.

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Papers

stat.MLcs.AIcs.LGEmpiricalRecentAug 5, 2026

Quality Diversity for Reliable Data Driven Time-Use Optimization

Aneta Neumann, Ty Stanford, Dorothea Dumuid, Frank Neumann

This paper introduces an uncertainty quantification Quality Diversity framework for reliable time-use recommendations, using a large child cohort dataset and compositional data analysis.

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