65 citations · 210 across the 15 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
math.ST2015★ 14 cited
The Proximal Robbins-Monro Method
Panos Toulis, Thibaut Horel, Edoardo M. Airoldi
The need for parameter estimation with massive datasets has reinvigorated interest in stochastic optimization and iterative estimation procedures. Stochastic approximations are at…
cs.SI2015★ 27 cited
Inferring Graphs from Cascades: A Sparse Recovery Framework
Jean Pouget-Abadie, Thibaut Horel
In the Network Inference problem, one seeks to recover the edges of an unknown graph from the observations of cascades propagating over this graph. In this paper, we approach this…
cs.SI2015★ 48 cited
Scalable Methods for Adaptively Seeding a Social Network
Thibaut Horel, Yaron Singer
In recent years, social networking platforms have developed into extraordinary channels for spreading and consuming information. Along with the rise of such infrastructure, there i…