Scholar
Chudi Zhong
Google Scholar ID: DXKNTLIAAAAJ
University of North Carolina at Chapel Hill
Citations & Impact
Citations
1,816
H-index
10
i10-index
10
Publications
12
Co-authors
9
list available
Contact
Publications
Resume (English only)
Background
- Assistant Professor at the School of Data Science and Society and Department of Statistics and Operations Research, University of North Carolina at Chapel Hill
- Research lies at the intersection of machine learning, optimization, and human-model interaction
- Interested in developing responsible machine learning algorithms and pipelines for high-stakes decision-making
- Developed interpretable models that provably optimize accuracy and sparsity
- Introduced a new machine learning paradigm called 'learning Rashomon sets' to break the interaction bottleneck by enumerating and visualizing all well-performing models
