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19912026
most citedGeometric deep learning: going beyond Euclidean data

3.7k citations

Showing 2019 · math.PRShow all

9 papers · 2 filters

math.PR2019

Minimum weight disk triangulations and fillings

Itai Benjamini, Eyal Lubetzky, Yuval Peled

We study the minimum total weight of a disk triangulation using vertices out of , where the boundary is the triangle and the triangles have ind…

math.PR2019

Atypical exit events near a repelling equilibrium

Yuri Bakhtin, Hong-Bin Chen

We consider exit problems for small white noise perturbations of a dynamical system generated by a vector field, and a domain containing a critical point with all positive eigenval…

math.PR2019★ 13 cited

Large deviations for extreme eigenvalues of deformed Wigner random matrices

Benjamin McKenna

We present a large deviation principle at speed N for the largest eigenvalue of some additively deformed Wigner matrices. In particular this includes Gaussian ensembles with full-r…

math.PR2019★ 2 cited

A Gaussian process related to the mass spectrum of the near-critical Ising model

Federico Camia, Jianping Jiang, Charles M. Newman

Let with denote the near-critical scaling limit of the planar Ising magnetization field. We take the limit of as the spatial coordinate scales to infin…

math.PR2019★ 4 cited

Inverting the Ray-Knight identity on the line

Titus Lupu, Christophe Sabot, Pierre Tarrès

Using a divergent Bass-Burdzy flow we construct a self-repelling one-dimensional diffusion. Heuristically, it can be interpreted as a solution to an SDE with a singular drift invol…

math.PR2019★ 2 cited

Long exit times near a repelling equilibrium

Yuri Bakhtin, Hong-Bin Chen

For a smooth vector field in a neighborhood of a critical point with all positive eigenvalues of the linearization, we consider the associated dynamics perturbed by white noise. Us…