Scholar
Jingyan Wang
Google Scholar ID: 7-2bbBgAAAAJ
Toyota Technological Institute at Chicago
Citations & Impact
Citations
358
H-index
6
i10-index
6
Publications
18
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- Proposed a modified maximum likelihood estimator for the Bradley-Terry model that improves fairness without sacrificing accuracy
- Formulated a Knapsack-style combinatorial optimization problem for hiring/admissions with theoretical guarantees balancing quality and uncertainty
- Designed algorithms robust to evaluator miscalibration (e.g., leniency or strictness), enhancing fairness in evaluations
- Developed a data-dependent estimator to reduce bias in teaching evaluations caused by students’ personal grade outcomes
- Built a sequential evaluation model for contexts like competitions and hiring, supported by theory and crowdsourcing experiments, with a novel ranking estimator
Co-authors