3 citations · 7 across the 4 of their papers we have counts for
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math.ST2022★ 3 cited
Exact Community Recovery in Correlated Stochastic Block Models
Julia Gaudio, Miklos Z. Racz, Anirudh Sridhar
We consider the problem of learning latent community structure from multiple correlated networks. We study edge-correlated stochastic block models with two balanced communities, fo…
math.ST2020★ 1 cited
Estimation of Monotone Multi-Index Models
David Gamarnik, Julia Gaudio
In a multi-index model with index vectors, the input variables are transformed by taking inner products with the index vectors. A transfer function $f: \mathbb{R}^k \to \mathbb…
math.ST2019★ 2 cited
Sparse High-Dimensional Isotonic Regression
David Gamarnik, Julia Gaudio
We consider the problem of estimating an unknown coordinate-wise monotone function given noisy measurements, known as the isotonic regression problem. Often, only a small subset of…