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Schemes with the second-order approximation in time are considered for numerical solving the Cauchy problem for an evolutionary equation of first order with a self-adjoint operator. The implicit two-level scheme based on the Pad\'{e}…

数值分析 · 计算机科学 2015-04-17 P. N. Vabishchevich

We propose a finite volume scheme for a class of nonlinear parabolic equations endowed with non-homogeneous Dirichlet boundary conditions and which admit relative en-tropy functionals. For this kind of models including porous media…

数值分析 · 数学 2017-04-21 Francis Filbet , Maxime Herda

Dimension reduction algorithms are a crucial part of many data science pipelines, including data exploration, feature creation and selection, and denoising. Despite their wide utilization, many non-linear dimension reduction algorithms are…

机器学习 · 统计学 2024-08-06 Ryan Murray , Adam Pickarski

We discuss the distributed matching scheme in accelerators where control of transverse beam phase space, oscillation, and transport is accomplished by flexible distribution of focusing elements beyond dedicated matching sections. Besides…

加速器物理 · 物理学 2018-08-07 Yu-Chiu Chao

We present an alternative "encapsulated" formulation of the Selective Frequency Damping method for finding unstable equilibria of dynamical systems, which is particularly useful when analysing the stability of fluid flows. The formulation…

流体动力学 · 物理学 2015-06-18 Bastien E. Jordi , C. J. Cotter , Spencer J. Sherwin

Many interesting physical problems described by systems of hyperbolic conservation laws are stiff, and thus impose a very small time-step because of the restrictive CFL stability condition. In this case, one can exploit the superior…

数值分析 · 数学 2025-02-17 Gabriella Puppo , Matteo Semplice , Giuseppe Visconti

This work combines the consistency in lower-order differential operators with external approximations of functional spaces to obtain error estimates for finite difference finite volume schemes on unstructured non-uniform meshes. This…

数值分析 · 数学 2016-12-02 Qingshan Chen

Distributed Constraint Optimization (DCOP) is a powerful framework for representing and solving distributed combinatorial problems, where the variables of the problem are owned by different agents. Many multi-agent problems include…

人工智能 · 计算机科学 2014-02-05 Tal Grinshpoun , Alon Grubshtein , Roie Zivan , Arnon Netzer , Amnon Meisels

We study the real time dynamics of a quantum system with potential barrier coupled to a heat-bath environment. Employing the path integral approach an evolution equation for the time dependent density matrix is derived. The time evolution…

量子物理 · 物理学 2007-05-23 Joachim Ankerhold , Hermann Grabert , Gert-Ludwig Ingold

In the harmonic description of general relativity, the principle part of Einstein's equations reduces to 10 curved space wave equations for the componenets of the space-time metric. We present theorems regarding the stability of several…

广义相对论与量子宇宙学 · 物理学 2008-11-26 Mohammad Motamed , M. Babiuc , B. Szilagyi , H-O. Kreiss , J. Winicour

In many real-world problems, we are dealing with collections of high-dimensional data, such as images, videos, text and web documents, DNA microarray data, and more. Often, high-dimensional data lie close to low-dimensional structures…

计算机视觉与模式识别 · 计算机科学 2013-02-06 Ehsan Elhamifar , Rene Vidal

We investigate the effectiveness of different dynamical decoupling protocols for storage of a single qubit in the presence of a purely dephasing bosonic bath, with emphasis on comparing quantum coherence preservation under uniform vs.…

量子物理 · 物理学 2015-05-14 Thomas E. Hodgson , Lorenza Viola , Irene D'Amico

In distributed optimization problems, a technique called gradient coding, which involves replicating data points, has been used to mitigate the effect of straggling machines. Recent work has studied approximate gradient coding, which…

机器学习 · 统计学 2021-08-09 Margalit Glasgow , Mary Wootters

We consider the problem of finding a dense submatrix of a matrix with i.i.d. Gaussian entries, where density is measured by average value. This problem arose from practical applications in biology and social sciences…

概率论 · 数学 2025-07-28 Shankar Bhamidi , David Gamarnik , Shuyang Gong

We present a temporal decomposition scheme for solving long-horizon optimal control problems. In the proposed scheme, the time domain is decomposed into a set of subdomains with partially overlapping regions. Subproblems associated with the…

最优化与控制 · 数学 2020-04-01 Sungho Shin , Timm Faulwasser , Mario Zanon , Victor M. Zavala

In this paper, we analyze a semi-discrete finite difference scheme for a conservation laws driven by a homogeneous multiplicative Levy noise. Thanks to BV estimates, we show a compact sequence of approximate solutions, generated by the…

偏微分方程分析 · 数学 2016-04-28 Ujjwal Koley , Ananta K. Majee , Guy Vallet

In this paper, we propose a uniformly dithered 1-bit quantization scheme for high-dimensional statistical estimation. The scheme contains truncation, dithering, and quantization as typical steps. As canonical examples, the quantization…

机器学习 · 统计学 2023-01-23 Junren Chen , Cheng-Long Wang , Michael K. Ng , Di Wang

In this paper, we study matrix scaling and balancing, which are fundamental problems in scientific computing, with a long line of work on them that dates back to the 1960s. We provide algorithms for both these problems that, ignoring…

数据结构与算法 · 计算机科学 2017-08-22 Michael B. Cohen , Aleksander Madry , Dimitris Tsipras , Adrian Vladu

This article derives lower bounds on the convergence rate of continuous-time gradient-based optimization algorithms. The algorithms are subjected to a time-normalization constraint that avoids a reparametrization of time in order to make…

最优化与控制 · 数学 2020-08-04 Michael Muehlebach , Michael I. Jordan

Many large-scale and distributed optimization problems can be brought into a composite form in which the objective function is given by the sum of a smooth term and a nonsmooth regularizer. Such problems can be solved via a proximal…

最优化与控制 · 数学 2020-06-26 Sepideh Hassan-Moghaddam , Mihailo R. Jovanović