Online Bayesian Collaborative Topic Regression. - Chenghao Liu; Tao Jin 002; Steven C. H. Hoi; Peilin Zhao; Jianling Sun (CoRR, 2016)

Collaborative topic regression for online recommender systems: an online and Bayesian approach. - Chenghao Liu; Tao Jin 002; Steven C. H. Hoi; Peilin Zhao; Jianling Sun (Mach. Learn., 2017)

Rank Aggregation via Heterogeneous Thurstone Preference Models. - Tao Jin 002; Pan Xu 002; Quanquan Gu; Farzad Farnoud (AAAI, 2020)

Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons. - Yue Wu; Tao Jin 002; Hao Lou; Pan Xu 002; Farzad Farnoud; Quanquan Gu (AISTATS, 2022)

Active Ranking without Strong Stochastic Transitivity. - Hao Lou; Tao Jin 002; Yue Wu; Pan Xu 002; Quanquan Gu; Farzad Farnoud (NeurIPS, 2022)

Borda Regret Minimization for Generalized Linear Dueling Bandits. - Yue Wu; Tao Jin 002; Hao Lou; Farzad Farnoud; Quanquan Gu (CoRR, 2023)

Variance-aware Regret Bounds for Stochastic Contextual Dueling Bandits. - Qiwei Di; Tao Jin 002; Yue Wu; Heyang Zhao; Farzad Farnoud; Quanquan Gu (ICLR, 2024)

Borda Regret Minimization for Generalized Linear Dueling Bandits. - Yue Wu; Tao Jin 002; Qiwei Di; Hao Lou; Farzad Farnoud; Quanquan Gu (ICML, 2024)