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We develop a finite-dimensional sensitivity framework for studying stability in learning systems whose states include representations, parameters, and update variables. The central object is the \emph{Learning Stability Profile}, a…

机器学习 · 计算机科学 2026-05-26 Ronald Katende

Preserving stability is a central problem in data-driven model order reduction of dynamical systems. For linear systems whose dynamics depend on geometric or physical parameters, multivariate rational approximation algorithms such as the…

系统与控制 · 电气工程与系统科学 2026-05-26 Antonio Carlucci

We show that the restricted Lie algebra structure on Hochschild cohomology is invariant under stable equivalences of Morita type between self-injective algebras. Thereby we obtain a number of positive characteristic stable invariants, such…

表示论 · 数学 2023-03-08 Benjamin Briggs , Lleonard Rubio y Degrassi

We characterize which quadratic regular algebras of global dimension 3 are stable in the sense of Behrend-Noohi. (This notion of stability is a non-commutative analogue of Hilbert stability.) We describe the quasi-projective stack of stable…

代数几何 · 数学 2016-03-02 Kai Behrend , Junho Hwang

We give a survey of recent result regarding scaling limits of systems from statistical mechanics, as well as the universality of the behaviour of such systems in so-called cross-over regimes. It transpires that some of these universal…

概率论 · 数学 2018-03-09 Martin Hairer

We introduce a parametrized notion of genericity for Delaunay triangulations which, in particular, implies that the Delaunay simplices of $\delta$-generic point sets are thick. Equipped with this notion, we study the stability of Delaunay…

计算几何 · 计算机科学 2015-05-08 Jean-Daniel Boissonnat , Ramsay Dyer , Arijit Ghosh

Recently, symbolic structures were proposed as finite representations of potentially infinite first-order structures, where Linear Integer Arithmetic terms and formulas define the domain and interpretations of a structure. We generalize…

计算机科学中的逻辑 · 计算机科学 2026-05-14 Neta Elad , Sharon Shoham

Consider the domain $E$ in $\mathbb{C}^3$ defined by $$ E=\{(a_{11},a_{22},\text{det}A): A=\begin{pmatrix} a_{11} & a_{12} \\ a_{21} & a_{22} \end{pmatrix}\text{ with }\lVert A \rVert <1\}. $$ This is called the tetrablock. This paper…

泛函分析 · 数学 2015-12-15 Tirthankar Bhattacharyya , Haripada Sau

For H a separable infinite dimensional complex Hilbert space, we prove that every B(H) operator has a basis with respect to which its matrix representation has a universal block tridiagonal form with block sizes given by a simple…

泛函分析 · 数学 2019-11-05 Sasmita Patnaik , Srdjan Petrovic , Gary Weiss

We prove two general results concerning spectral sequences of $\mathbf{FI}$-modules. These results can be used to significantly improve stable ranges in a large portion of the stability theorems for $\mathbf{FI}$-modules currently in the…

表示论 · 数学 2018-05-09 Thomas Church , Jeremy Miller , Rohit Nagpal , Jens Reinhold

The concept of concrete regularity structure gives the algebraic backbone of the operations involved in the local expansions used in the regularity structure approach to singular stochastic partial differential equations. The spaces and the…

概率论 · 数学 2024-12-18 I. Bailleul , N. Moench

We develop a framework to give upper bounds on the "practical" computational complexity of stability problems for a wide range of nonlinear continuous and hybrid systems. To do so, we describe stability properties of dynamical systems using…

系统与控制 · 计算机科学 2014-06-05 Sicun Gao , Soonho Kong , Edmund Clarke

We analyze the stability and stabilizability properties of mixed retarded-neutral type systems when the neutral term is allowed to be singular. Considering an operator model of the system in a Hilbert space we are interesting in the…

动力系统 · 数学 2009-09-23 Rabah Rabah , Grigory M. Sklyar , Pavel Yu. Barkhayev

We provide detailed local descriptions of stable polynomials in terms of their homogeneous decompositions, Puiseux expansions, and transfer function realizations. We use this theory to first prove that bounded rational functions on the…

复变函数 · 数学 2025-07-15 Kelly Bickel , Greg Knese , James Eldred Pascoe , Alan Sola

We use quantum harmonic analysis and representation theory to provide a new proof of Xia's theorem: "Toeplitz operators are norm dense in the Toeplitz algebra over the Bergman space of the unit ball."

泛函分析 · 数学 2025-01-16 Vishwa Dewage , Mishko Mitkovski

Regarding the representation theorem of Kolmogorov and Arnold (KA) as an algorithm for representing or <<expressing>> functions, we test its robustness by analyzing its stability to withstand re-parameterizations of the hidden space. One…

机器学习 · 计算机科学 2026-01-14 Sviatoslav V. Dzhenzher , Michael H. Freedman

The orthogonal groups are a series of simple Lie groups associated to symmetric bilinear forms. There is no analogous series associated to symmetric trilinear forms. We introduce an infinite dimensional group-like object that can be viewed…

表示论 · 数学 2021-09-27 Andrew Snowden

In the representation theory of real reductive Lie groups, many objects have finiteness properties. For example, the lengths of Verma modules and principal series representations are finite, and more precisely, they are bounded. In this…

表示论 · 数学 2021-09-22 Masatoshi Kitagawa

This exposition presents a self-contained proof of the $A_2$ theorem, the quantitatively sharp norm inequality for singular integral operators in the weighted space $L^2(w)$. The strategy of the proof is a streamlined version of the…

经典分析与常微分方程 · 数学 2019-11-19 Tuomas P. Hytönen

The homology groups of a simplicial complex reveal fundamental properties of the topology of the data or the system and the notion of topological stability naturally poses an important yet not fully investigated question. In the current…

数值分析 · 数学 2024-01-30 Nicola Guglielmi , Anton Savostianov , Francesco Tudisco