190 citations · 442 across the 17 of their papers we have counts for
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stat.ML2017★ 4 cited
A Spectral Method for Activity Shaping in Continuous-Time Information Cascades
Kevin Scaman, Argyris Kalogeratos, Luca Corinzia +1
Information Cascades Model captures dynamical properties of user activity in a social network. In this work, we develop a novel framework for activity shaping under the Continuous-…
math.OC2017★ 190 cited
Optimal algorithms for smooth and strongly convex distributed optimization in networks
Kevin Scaman, Francis Bach, Sébastien Bubeck +2
In this paper, we determine the optimal convergence rates for strongly convex and smooth distributed optimization in two settings: centralized and decentralized communications over…