35 citations · 133 across the 19 of their papers we have counts for
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cs.LG2019★ 4 cited
On Sample Complexity Upper and Lower Bounds for Exact Ranking from Noisy Comparisons
Wenbo Ren, Jia Liu, Ness B. Shroff
This paper studies the problem of finding the exact ranking from noisy comparisons. A comparison over a set of items produces a noisy outcome about the most preferred item, and…
stat.ML2019★ 3 cited
Distributed Linear Model Clustering over Networks: A Tree-Based Fused-Lasso ADMM Approach
Xin Zhang, Jia Liu, Zhengyuan Zhu
In this work, we consider to improve the model estimation efficiency by aggregating the neighbors' information as well as identify the subgroup membership for each node in the netw…
cs.SI2019★ 1 cited
Can We Achieve Fresh Information with Selfish Users in Mobile Crowd-Learning?
Bin Li, Jia Liu
The proliferation of smart mobile devices has spurred an explosive growth of mobile crowd-learning services, where service providers rely on the user community to voluntarily colle…