22 citations · 58 across the 13 of their papers we have counts for
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stat.ML2020★ 4 cited
Partial Recovery in the Graph Alignment Problem
Georgina Hall, Laurent Massoulié
In this paper, we consider the graph alignment problem, which is the problem of recovering, given two graphs, a one-to-one mapping between nodes that maximizes edge overlap. This p…
math.OC2020★ 5 cited
Shape-Constrained Regression using Sum of Squares Polynomials
Mihaela Curmei, Georgina Hall
We present a hierarchy of semidefinite programs (SDPs) for the problem of fitting a shape-constrained (multivariate) polynomial to noisy evaluations of an unknown shape-constrained…