29 citations · 39 across the 9 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2026
Entrywise Error Bounds for Spectral Ranking with Semi-Random Adversaries
Dongmin Lee, Anuran Makur, Japneet Singh
Bradley-Terry-Luce (BTL) model estimation is a well-established strategy to rank a collection of items given a dataset of pairwise comparisons. Although the theoretical performance…
cs.LG2025
Hypothesis Testing for Generalized Thurstone Models
Anuran Makur, Japneet Singh
In this work, we develop a hypothesis testing framework to determine whether pairwise comparison data is generated by an underlying \emph{generalized Thurstone model} $\mathcal{T}_…
cs.LG2024★ 2 cited
Minimax Hypothesis Testing for the Bradley-Terry-Luce Model
Anuran Makur, Japneet Singh
The Bradley-Terry-Luce (BTL) model is one of the most widely used models for ranking a collection of items or agents based on pairwise comparisons among them. Given agents, the…