610 citations · 2k across the 74 of their papers we have counts for
Showing 2012Show all
3 papers · 1 filter
stat.ML2012★ 49 cited
Improved Graph Clustering
Yudong Chen, Sujay Sanghavi, Huan Xu
Graph clustering involves the task of dividing nodes into clusters, so that the edge density is higher within clusters as opposed to across clusters. A natural, classic and popular…
math.ST2012★ 11 cited
Orthogonal Matching Pursuit with Noisy and Missing Data: Low and High Dimensional Results
Yudong Chen, Constantine Caramanis
Many models for sparse regression typically assume that the covariates are known completely, and without noise. Particularly in high-dimensional applications, this is often not the…
cs.IT2012★ 8 cited
User Association for Load Balancing in Heterogeneous Cellular Networks
Qiaoyang Ye, Beiyu Rong, Yudong Chen +3
For small cell technology to significantly increase the capacity of tower-based cellular networks, mobile users will need to be actively pushed onto the more lightly loaded tiers (…