On Fast Johnson–Lindenstrauss Embeddings of Compact Submanifolds of with Boundary

MA Iwen, B Schmidt, A Tavakoli - Discrete & Computational Geometry, 2024 - Springer
Let M be a smooth d-dimensional submanifold of RN with boundary that's equipped with the
Euclidean (chordal) metric, and choose m≤ N. In this paper we consider the probability that …

[HTML][HTML] On recovery guarantees for one-bit compressed sensing on manifolds

MA Iwen, F Krahmer, S Krause-Solberg… - Discrete & computational …, 2021 - Springer
This paper studies the problem of recovering a signal from one-bit compressed sensing
measurements under a manifold model; that is, assuming that the signal lies on or near a …

[PDF][PDF] One-bit Compressed Sensing with Generative Models

JM Everink - 2021 - studenttheses.uu.nl
The reconstruction of a signal t0 in T⊆ Rn from possibly noise linear measurements yi of the
form yi=〈 ai, t0〉+ ξi, for i= 1,..., m, or, equivalently, y= At0+ ξ, with measurement vectors ai∈ …