79 citations · 519 across the 58 of their papers we have counts for
4 papers · 1 filter
Optimal Cluster Recovery in the Labeled Stochastic Block Model
Se-Young Yun, Alexandre Proutiere
We consider the problem of community detection or clustering in the labeled Stochastic Block Model (LSBM) with a finite number of clusters of sizes linearly growing with the gl…
Boolean Gossip Networks
Bo Li, Junfeng Wu, Hongsheng Qi +2
This paper proposes and investigates a Boolean gossip model as a simplified but non-trivial probabilistic Boolean network. With positive node interactions, in view of standard theo…
Cluster-Aided Mobility Predictions
Jaeseong Jeong, Mathieu Leconte, Alexandre Proutiere
Predicting the future location of users in wireless net- works has numerous applications, and can help service providers to improve the quality of service perceived by their client…
Streaming, Memory Limited Matrix Completion with Noise
Se-Young Yun, Marc Lelarge, Alexandre Proutiere
In this paper, we consider the streaming memory-limited matrix completion problem when the observed entries are noisy versions of a small random fraction of the original entries. W…