Gal Mishne

activity

20152026

most citedHierarchical Coupled Geometry Analysis for Neuronal Structure and Activity Pattern Discovery

38 citations · 125 across the 49 of their papers we have counts for

collaborators

Showing 2017Show all

3 papers · 1 filter

math.CO2017★ 4 cited

Randomized Near Neighbor Graphs, Giant Components, and Applications in Data Science

George C. Linderman, Gal Mishne, Yuval Kluger +1

If we pick $n$ random points uniformly in $[0, 1]^{d}$ and connect each point to its $k -$ nearest neighbors, then it is well known that there exists a giant connected component with hi…

stat.ML2017

Data-Driven Tree Transforms and Metrics

Gal Mishne, Ronen Talmon, Israel Cohen +2

We consider the analysis of high dimensional data given in the form of a matrix with columns consisting of observations and rows consisting of features. Often the data is such that…

math.SP2017

The Geometry of Nodal Sets and Outlier Detection

Xiuyuan Cheng, Gal Mishne, Stefan Steinerberger

Let $(M, g)$ be a compact manifold and let $- Δ ϕ_{k} = λ_{k} ϕ_{k}$ be the sequence of Laplacian eigenfunctions. We present a curious new phenomenon which, so far, we only managed to under…