Adversarial robustness of neural networks from the perspective of Lipschitz calculus: A survey

MM Zühlke, D Kudenko - ACM Computing Surveys, 2024 - dl.acm.org
We survey the adversarial robustness of neural networks from the perspective of Lipschitz
calculus in a unifying fashion by expressing models, attacks and safety guarantees, that is, a …

[图书][B] Schrödinger operators: eigenvalues and Lieb–Thirring inequalities

RL Frank, A Laptev, T Weidl - 2022 - books.google.com
The analysis of eigenvalues of Laplace and Schrödinger operators is an important and
classical topic in mathematical physics with many applications. This book presents a …

An overview of complex fractal dimensions: From fractal strings to fractal drums, and back

ML Lapidus - Horizons of Fractal Geometry and Complex …, 2019 - books.google.com
Our main goal in this long survey article is to provide an overview of the theory of complex
fractal dimensions and of the associated geometric or fractal zeta functions, first in the case …

Fractal zeta functions and fractal drums

ML Lapidus, G Radunović, D Žubrinić - Springer Monographs in …, 2017 - Springer
The present research monograph is a testimony to the fact that Fractal Analysis is deeply
connected to numerous areas of contemporary Mathematics. Here, we have in mind, in …

Fractional Sobolev extension and imbedding

Y Zhou - Transactions of the American Mathematical Society, 2015 - ams.org
Fractional Sobolev extension and imbedding Page 1 TRANSACTIONS OF THE AMERICAN
MATHEMATICAL SOCIETY Volume 367, Number 2, February 2015, Pages 959–979 S 0002-9947(2014)06088-1 …

Poincaré inequalities, uniform domains and extension properties for Newton–Sobolev functions in metric spaces

J Björn, N Shanmugalingam - Journal of mathematical analysis and …, 2007 - Elsevier
In the setting of metric measure spaces equipped with a doubling measure supporting a
weak p-Poincaré inequality with 1⩽ p<∞, we show that any uniform domain Ω is an …

The square root problem for second-order, divergence form operators with mixed boundary conditions on L p

P Auscher, N Badr, R Haller-Dintelmann… - Journal of Evolution …, 2015 - Springer
We show that, under general conditions, the operator (-∇. μ ∇+ 1)^ 1/2 (-∇. μ∇+ 1) 1/2 with
mixed boundary conditions provides a topological isomorphism between W^ 1, p _D (Ω)\rm …

-Theory for nonlocal operators on domains

GFF Gounoue - arXiv preprint arXiv:2408.05389, 2024 - arxiv.org
This thesis explores the $ L^ 2$-Theory for nonlocal operators of L\'evy type on bounded
domains, as well as their local counterparts. The research was completed at Bielefeld …

Campanato–Morrey spaces for the double phase functionals with variable exponents

Y Mizuta, E Nakai, T Ohno, T Shimomura - Nonlinear Analysis, 2020 - Elsevier
Our aim in this paper is to show that the Riesz potential operator I α (⋅) of variable order α
(⋅) embeds from variable exponent Morrey spaces L p (⋅), ν (⋅)(G) to Campanato–Morrey …

Measure density and extension of Besov and Triebel–Lizorkin functions

T Heikkinen, L Ihnatsyeva, H Tuominen - Journal of Fourier Analysis and …, 2016 - Springer
We show that a domain is an extension domain for a Hajłasz–Besov or for a Hajłasz–Triebel–
Lizorkin space if and only if it satisfies a measure density condition. We use a modification of …