Ren, Wenbo

4 publications

NeurIPS 2021 Sample Complexity Bounds for Active Ranking from Multi-Wise Comparisons Wenbo Ren, Jia Liu, Ness Shroff

ICML 2020 The Sample Complexity of Best-$k$ Items Selection from Pairwise Comparisons Wenbo Ren, Jia Liu, Ness Shroff

AISTATS 2019 Exploring $k$ Out of Top $ρ$ Fraction of Arms in Stochastic Bandits Wenbo Ren, Jia Liu, Ness B. Shroff

NeurIPS 2019 On Sample Complexity Upper and Lower Bounds for Exact Ranking from Noisy Comparisons Wenbo Ren, Jia Liu, Ness Shroff