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20152026
most citedStochastic Neighbor Embedding separates well-separated clusters

15 citations · 51 across the 47 of their papers we have counts for

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Showing 2020Show all

18 papers · 1 filter

math.CA2020

On the Logarithmic Energy of Points on S^2

Stefan Steinerberger

We revisit a classical question: how large is the minimal logarithmic energy of points on $$ \mathcal{E}_{\log}(n) = \min_{x_1, \dots, x_n \in \mathbb{S}^2} \qua…

math.NA2020

Fast localization of eigenfunctions via smoothed potentials

Jianfeng Lu, Cody Murphey, Stefan Steinerberger

We study the problem of predicting highly localized low-lying eigenfunctions in bounded domains for rapidly varying potentials . Filoche &…

math.PR2020

On a Kantorovich-Rubinstein inequality

Stefan Steinerberger

An easy consequence of Kantorovich-Rubinstein duality is the following: if is Lipschitz and , then $…

math.PR2020

Free Convolution Powers via Roots of Polynomials

Stefan Steinerberger

Let be a compactly supported probability measure on the real line. Bercovici-Voiculescu and Nica-Speicher proved the existence of a free convolution power for…

math.NA2020

On the Regularization Effect of Stochastic Gradient Descent applied to Least Squares

Stefan Steinerberger

We study the behavior of stochastic gradient descent applied to for invertible . We show that there is an explicit…

math.ST2020★ 1 cited

Using Expander Graphs to test whether samples are i.i.d

Stefan Steinerberger

The purpose of this note is to point out that the theory of expander graphs leads to an interesting test whether real numbers could be independent samples…