A metric fixed point theorem and some of its applications

A Karlsson - Geometric and Functional Analysis, 2024 - Springer
A general fixed point theorem for isometries in terms of metric functionals is proved under
the assumption of the existence of a conical bicombing. It is new for isometries of convex …

Random walks and boundaries of CAT (0) cubical complexes

T Fernós, J Lécureux, F Mathéus - Commentarii Mathematici Helvetici, 2018 - ems.press
We show under weak hypotheses that the pushforward fZnog of a random-walk to a CAT (0)
cube complex converges to a point on the boundary. We introduce the notion of squeezing …

Random dynamics on real and complex projective surfaces

S Cantat, R Dujardin - Journal für die reine und angewandte …, 2023 - degruyter.com
We initiate the study of random iteration of automorphisms of real and complex projective
surfaces, as well as compact Kähler surfaces, focusing on the classification of stationary …

Deep limits and a cut-off phenomenon for neural networks

B Avelin, A Karlsson - Journal of Machine Learning Research, 2022 - jmlr.org
We consider dynamical and geometrical aspects of deep learning. For many standard
choices of layer maps we display semi-invariant metrics which quantify differences between …

From linear to metric functional analysis

A Karlsson - Proceedings of the National Academy of …, 2021 - National Acad Sciences
This article presents the beginning of a metric functional analysis. A major notion is metric
functionals which extends that of horofunctions in metric geometry. Applications of the main …

Notes on the multiplicative ergodic theorem

S Filip - Ergodic Theory and Dynamical Systems, 2019 - cambridge.org
The Oseledets multiplicative ergodic theorem is a basic result with numerous applications
throughout dynamical systems. These notes provide an introduction to this theorem, as well …

Large deviation expansions for the coefficients of random walks on the general linear group

H Xiao, I Grama, Q Liu - The Annals of Probability, 2023 - projecteuclid.org
Consider (gn) n≥ 1 a sequence of independent and identically distributed random matrices
and the left random walk G n:= gn… g 1, n≥ 1 on the general linear group GL (d, R). Under …

Elements of a metric spectral theory

A Karlsson - arXiv preprint arXiv:1904.01398, 2019 - arxiv.org
This paper discusses a general method for spectral type theorems using metric spaces
instead of vector spaces. Advantages of this approach are that it applies to genuinely non …

On the metric compactification of infinite-dimensional spaces

AW Gutiérrez - Canadian Mathematical Bulletin, 2019 - cambridge.org
The notion of metric compactification was introduced by Gromov and later rediscovered by
Rieffel. It has been mainly studied on proper geodesic metric spaces. We present here a …

Limit theorems for the coefficients of random walks on the general linear group

H Xiao, I Grama, Q Liu - arXiv preprint arXiv:2111.10569, 2021 - arxiv.org
Let $(g_n) _ {n\geq 1} $ be a sequence of independent and identically distributed random
elements with law $\mu $ on the general linear group $\textrm {GL}(V) $, where $ V=\mathbb …