2 papers
stat.ML2025
Preference-Based Dynamic Ranking Structure Recognition
Nan Lu, Jian Shi, Xin-Yu Tian
Preference-based data often appear complex and noisy but may conceal underlying homogeneous structures. This paper introduces a novel framework of ranking structure recognition for…
stat.ME2023
A Spectral Approach for the Dynamic Bradley-Terry Model
Xin-Yu Tian, Jian Shi, Xiaotong Shen +1
The dynamic ranking, due to its increasing importance in many applications, is becoming crucial, especially with the collection of voluminous time-dependent data. One such applicat…