3 papers
math.PR2021
On the Number of Faces and Radii of Cells Induced by Gaussian Spherical Tessellations
Eric Lybrand, Anna Ma, Rayan Saab
We study a geometric property related to spherical hyperplane tessellations in . We first consider a fixed on the Euclidean sphere and tessellations with $M \gg…
cs.LG2020
A Greedy Algorithm for Quantizing Neural Networks
Eric Lybrand, Rayan Saab
We propose a new computationally efficient method for quantizing the weights of pre- trained neural networks that is general enough to handle both multi-layer perceptrons and convo…
cs.IT2019
New Algorithms and Improved Guarantees for One-Bit Compressed Sensing on Manifolds
Mark Iwen, Eric Lybrand, Aaron Nelson +1
We study the problem of approximately recovering signals on a manifold from one-bit linear measurements drawn from either a Gaussian ensemble, partial circulant ensemble, or bounde…