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 …
Decomposition of Gaussian processes, and factorization of positive definite kernels
P Jorgensen, F Tian - arXiv preprint arXiv:1812.10850, 2018 - arxiv.org
We establish a duality for two factorization questions, one for general positive definite (pd)
kernels $ K $, and the other for Gaussian processes, say $ V $. The latter notion, for …
kernels $ K $, and the other for Gaussian processes, say $ V $. The latter notion, for …
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 …
Probabilistic Frames and Concepts from Optimal Transport
D Chen - 2024 - search.proquest.com
As the generalization of frames in the Euclidean space R n, a probabilistic frame is a
probability measure on R n that has a finite second moment and whose support spans R n …
probability measure on R n that has a finite second moment and whose support spans R n …
Optimal properties of the canonical tight probabilistic frame
D Cheng, KA Okoudjou - Numerical Functional Analysis and …, 2019 - Taylor & Francis
A probabilistic frame is a Borel probability measure with finite second moment whose
support spans. A Parseval probabilistic frame is one for which the associated matrix of …
support spans. A Parseval probabilistic frame is one for which the associated matrix of …
A Kaczmarz algorithm for sequences of projections, infinite products, and applications to frames in IFS spaces
P Jorgensen, MS Song, J Tian - Advances in Operator Theory, 2020 - Springer
We show that an idea, originating initially with a fundamental recursive iteration scheme
(usually referred as “the” Kaczmarz algorithm), admits important applications in such infinite …
(usually referred as “the” Kaczmarz algorithm), admits important applications in such infinite …
Harmonic analysis of network systems via kernels and their boundary realizations.
P Jorgensen, J Tian - Discrete & Continuous Dynamical …, 2023 - search.ebscohost.com
With view to applications to harmonic and stochastic analysis of infinite network/graph
models, we introduce new tools for realizations and transforms of positive definite kernels …
models, we introduce new tools for realizations and transforms of positive definite kernels …
Gradient flows for frame potentials on the Wasserstein space
C Wickman, K Okoudjou - arXiv preprint arXiv:1808.09319, 2018 - arxiv.org
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 second …
mathematical research, frame theory and optimal transport, using the methods of the second …
New boundaries for positive definite functions
P Jorgensen, F Tian - arXiv preprint arXiv:1911.12344, 2019 - arxiv.org
With view to applications in stochastic analysis and geometry, we introduce a new
correspondence for positive definite kernels (pd) $ K $ and their associated reproducing …
correspondence for positive definite kernels (pd) $ K $ and their associated reproducing …