29 citations · 31 across the 5 of their papers we have counts for
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stat.ML2023
Ranking from Pairwise Comparisons in General Graphs and Graphs with Locality
Yanxi Chen
This technical report studies the problem of ranking from pairwise comparisons in the classical Bradley-Terry-Luce (BTL) model, with a focus on score estimation. For general graphs…
stat.ML2022★ 1 cited
Learning Mixtures of Linear Dynamical Systems
Yanxi Chen, H. Vincent Poor
We study the problem of learning a mixture of multiple linear dynamical systems (LDSs) from unlabeled short sample trajectories, each generated by one of the LDS models. Despite th…
stat.ML2020
Learning Mixtures of Low-Rank Models
Yanxi Chen, Cong Ma, H. Vincent Poor +1
We study the problem of learning mixtures of low-rank models, i.e. reconstructing multiple low-rank matrices from unlabelled linear measurements of each. This problem enriches two…