Almost sure convergence of the Kaczmarz algorithm with random measurements
X Chen, AM Powell - Journal of Fourier Analysis and Applications, 2012 - Springer
The Kaczmarz algorithm is an iterative method for reconstructing a signal x∈ ℝ d from an
overcomplete collection of linear measurements yn=< x, φ n>, n≥ 1. We prove quantitative …
overcomplete collection of linear measurements yn=< x, φ n>, n≥ 1. We prove quantitative …
Nearly orthogonal vectors and small antipodal spherical codes
How can d+ k vectors in ℝ d be arranged so that they are as close to orthogonal as
possible? In particular, define θ (d, k):= min X max x≠ y∈ X|< x, y>| where the minimum is …
possible? In particular, define θ (d, k):= min X max x≠ y∈ X|< x, y>| where the minimum is …
Tight p-fusion frames
Fusion frames enable signal decompositions into weighted linear subspace components.
For positive integers p, we introduce p-fusion frames, a sharpening of the notion of fusion …
For positive integers p, we introduce p-fusion frames, a sharpening of the notion of fusion …
Gradient flows for probabilistic frame potentials in the Wasserstein space
C Wickman, KA Okoudjou - SIAM Journal on Mathematical Analysis, 2023 - SIAM
In this paper we bring together some of the key ideas and methods of two disparate fields of
mathematical research, frame theory, and optimal transport, using the methods of the …
mathematical research, frame theory, and optimal transport, using the methods of the …
Infinite networks and variation of conductance functions in discrete Laplacians
P Jorgensen, F Tian - Journal of Mathematical Physics, 2015 - pubs.aip.org
For a given infinite connected graph G=(V, E) and an arbitrary but fixed conductance
function c, we study an associated graph Laplacian Δ c; it is a generalized difference …
function c, we study an associated graph Laplacian Δ c; it is a generalized difference …
Welch bounds for cross correlation of subspaces and generalizations
S Datta - Linear and Multilinear Algebra, 2016 - Taylor & Francis
Lower bounds on the maximal cross correlation between vectors in a set were first given by
Welch and then studied by several others. In this work, this is extended to obtaining lower …
Welch and then studied by several others. In this work, this is extended to obtaining lower …
Paley-Wiener Theorem for Probabilistic Frames
D Chen - arXiv preprint arXiv:2310.17830, 2023 - arxiv.org
The Paley-Wiener Theorem is a classical result about the stability of basis in Banach spaces
claiming that if a sequence is close to a basis, then this sequence is a basis. Similar results …
claiming that if a sequence is close to a basis, then this sequence is a basis. Similar results …
Frames and factorization of graph Laplacians
P Jorgensen, F Tian - arXiv preprint arXiv:1404.1424, 2014 - arxiv.org
Using functions from electrical networks (graphs with resistors assigned to edges), we prove
existence (with explicit formulas) of a canonical Parseval frame in the energy Hilbert space …
existence (with explicit formulas) of a canonical Parseval frame in the energy Hilbert space …
Preconditioning techniques in frame theory and probabilistic frames
KA Okoudjou - Finite Frame Theory: A Complete Introduction to …, 2016 - books.google.com
In this chapter we survey two topics that have recently been investigated in frame theory.
First, we give an overview of the class of scalable frames. These are (finite) frames with the …
First, we give an overview of the class of scalable frames. These are (finite) frames with the …
Generalized Fourier frames in terms of balayage
E Au-Yeung, JJ Benedetto - Journal of Fourier Analysis and Applications, 2015 - Springer
We develop a theory of non-uniform sampling in the context of the theory of frames for the
settings of the short time fourier transform and pseudo-differential operators. Our theory is …
settings of the short time fourier transform and pseudo-differential operators. Our theory is …