64 citations · 131 across the 6 of their papers we have counts for
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Two-sample Hypothesis Testing for Inhomogeneous Random Graphs
Debarghya Ghoshdastidar, Maurilio Gutzeit, Alexandra Carpentier +1
The study of networks leads to a wide range of high dimensional inference problems. In many practical applications, one needs to draw inference from one or few large sparse network…
Two-Sample Tests for Large Random Graphs Using Network Statistics
Debarghya Ghoshdastidar, Maurilio Gutzeit, Alexandra Carpentier +1
We consider a two-sample hypothesis testing problem, where the distributions are defined on the space of undirected graphs, and one has access to only one observation from each mod…
Minimax Euclidean Separation Rates for Testing Convex Hypotheses in
Gilles Blanchard, Alexandra Carpentier, Maurilio Gutzeit
We consider composite-composite testing problems for the expectation in the Gaussian sequence model where the null hypothesis corresponds to a convex subset of $\math…