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Fitting an unknown number of hyperplanes to data is a fundamental yet challenging problem in machine learning, characterized by its non-convexity, non-differentiability, and unknown model order. Existing approaches often struggle with local…

机器学习 · 计算机科学 2026-05-28 Zhiqin Cheng , Yu Zhan , Mingjin Zhang , Lingbo Liu , Liang Lin

The aim of this Lecture Note is to introduce the Signal Processing (SP) community to a powerful yet still under-utilised tool: the semiparametric statistics. In short, the semiparametric framework allows us to estimate or perform hypothesis…

信号处理 · 电气工程与系统科学 2026-05-26 Stefano Fortunati

This paper deals with an improvement of the "a-priori stability bounds" on the variation of the action variables and on the stability time obtained from a given Birkhoff normal form around the elliptic equilibrium point of an Hamiltonian…

动力系统 · 数学 2026-01-27 Massimiliano Guzzo , Chiara Caracciolo , Gabriella Pinzari

We establish novel quantitative stability results for optimal transport problems with respect to perturbations in the target measure. We provide explicit bounds on the stability of optimal transport potentials and maps, which are relevant…

泛函分析 · 数学 2026-05-12 Octave Mischler , Dario Trevisan

This paper introduces an innovative method for ensuring global stability in a broad array of nonlinear systems. The novel approach enhances the traditional analysis based on Jacobian matrices by incorporating the Taylor series boundary…

系统与控制 · 电气工程与系统科学 2024-08-07 Samaneh Alsadat Saeedinia , Mojtaba Sharifi , Seyed Mohammad Hosseindokht , Hedieh Jafarpourdavatgar

The multi-peak solitons and their stability are investigated for the nonlocal nonlinear system with the sine-oscillation response, including both the cases of positive and negative Kerr coefficients. The Hermite-Gaussian-type multi-peak…

斑图形成与孤子 · 物理学 2022-03-02 Lanhua Zhong , Dalong Dang , Wei Li , Zhanmei Ren , Qi Guo

The study of shear layer instability in compressible flows is key to understanding phenomena from aerodynamics to astrophysical jets. Blumen's seminal paper [``Shear layer instability of an inviscid compressible fluid," J. Fluid Mech. {\bf…

流体动力学 · 物理学 2025-05-29 Symphony Chakraborty , Hsien Shang

A wide body of work has applied the concept of critical slowing down to estimate the stability of different Earth system components. Most of them -- such as global vegetation -- are inherently non-stationary, for example due to strong…

混沌动力学 · 物理学 2026-04-28 Taylor Smith , Andreas Morr , Christof Schötz , Niklas Boers

In this work, we investigate the inverse problem of determining a quasilinear term appearing in a nonlinear elliptic equation from the measurement of the conormal derivative on the boundary. This problem arises in several practical…

偏微分方程分析 · 数学 2025-04-15 Jason Choy , Maolin Deng , Bangti Jin , Yavar Kian

The moment measure problem consists in finding a convex function $\psi$ whose moment measure, i.e., the pushforward by $\nabla \psi$ of the measure with density $e^{-\psi(\,\cdot\,)}$, is prescribed. It is highly non-linear and less…

泛函分析 · 数学 2026-04-14 Guillaume Bonnet , Yanir A. Rubinstein

This paper establishes a general topological condition under which the semilocal stability of a set-valued mapping can be exactly determined by its local stability properties. Specifically, we investigate the relationship between the…

最优化与控制 · 数学 2026-03-12 J. Camacho

We obtain non-symmetric upper and lower bounds on the rate of convergence of general monotone approximation/numerical schemes for parabolic Hamilton Jacobi Bellman Equations by introducing a new notion of consistency. We apply our general…

偏微分方程分析 · 数学 2009-11-11 Guy Barles , Espen R. Jakobsen

The paper deals with a nonlinear evolution equation describing the dynamics of a non homogeneous multiply hinged beam, subject to a nonlocal restoring force of displacement type. First, a spectral analysis for the associated weighted…

偏微分方程分析 · 数学 2020-10-21 E. Berchio , A. Falocchi , M. Garrione

To predict allowable time-step size for the fully discretized nonlinear differential equations, a stability theory is developed using exact determination of an infinite perturbation series. Mathematical induction is used to determine the…

数值分析 · 数学 2013-11-05 Arash Ghasemi , Kidambi Sreenivas , Lafayette K. Taylor

%!TEX root = LCSS_main_max.tex The widespread adoption of nonlinear Receding Horizon Control (RHC) strategies by industry has led to more than 30 years of intense research efforts to provide stability guarantees for these methods. However,…

最优化与控制 · 数学 2024-01-29 Tyler Westenbroek , Max Simchowitz , Michael I. Jordan , S. Shankar Sastry

We present a systematic study of statistical mechanics for non-Hermitian quantum systems. Our work reveals that the stability of a non-Hermitian system necessitates the existence of a single path-dependent conserved quantity, which, in…

统计力学 · 物理学 2023-12-04 Kui Cao , Su-Peng Kou

We consider a nonlocal problem involving the fractional laplacian and the Hardy potential, in bounded smooth domains. Exploiting the moving plane method and some weak and strong comparison principles, we deduce symmetry and monotonicity…

偏微分方程分析 · 数学 2014-05-22 Begoña Barrios , Luigi Montoro , Berardino Sciunzi

We study the higher H\"older regularity of local weak solutions to a class of nonlinear nonlocal elliptic equations with kernels that satisfy a mild continuity assumption. An interesting feature of our main result is that the obtained…

偏微分方程分析 · 数学 2021-01-19 Simon Nowak

In this paper, we first establish the separation theorem between a point and a locally geodesic convex set and then prove the existence of a supporting quasi-hyperplane at any point on the boundary of the closed locally geodesic convex set…

最优化与控制 · 数学 2024-01-25 Li-wen Zhou , Ling-ling Liu , Chao Min , Yao-jia Zhang , Nan-Jing Huang

We study the classical and quantum oscillator in the context of a non-additive (deformed) displacement operator, associated with a position-dependent effective mass, by means of the supersymmetric formalism. From the supersymmetric partner…

量子物理 · 物理学 2021-09-15 Bruno G. da Costa , Genilson A. C. da Silva , Ignacio S. Gomez