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We propose Shotgun, a parallel coordinate descent algorithm for minimizing L1-regularized losses. Though coordinate descent seems inherently sequential, we prove convergence bounds for Shotgun which predict linear speedups, up to a…

机器学习 · 计算机科学 2011-05-27 Joseph K. Bradley , Aapo Kyrola , Danny Bickson , Carlos Guestrin

Shock wave solutions of the Einstein equations have been constructed in coordinate systems in which the gravitational metric is only Lipschitz continuous, but the connection $\Gamma$ and curvature $Riem(\Gamma)$ are both in $L^{\infty}$. At…

广义相对论与量子宇宙学 · 物理学 2020-11-03 Moritz Reintjes , Blake Temple

For a real number $c > 4$, we prove that every graph $G$ with $\alpha(G) \leq 2$ and $|V(G)| \geq ct$ has a matching $M$ with $|M| = t$ such that the number of non-adjacent pairs of edges in $M$ is at most: \begin{equation*} \left(…

组合数学 · 数学 2025-12-11 Jung Hon Yip

We use variational convergence to derive a hierarchy of one-dimensional rod theories, starting out from three-dimensional models in nonlinear elasticity subject to local volume-preservation. The densities of the resulting $\Gamma$-limits…

偏微分方程分析 · 数学 2020-02-25 Dominik Engl , Carolin Kreisbeck

This work investigates linear precoding over non-singular linear channels with additive white Gaussian noise, with lattice-type inputs. The aim is to maximize the minimum distance of the received lattice points, where the precoder is…

信息论 · 计算机科学 2012-04-10 D. Kapetanovic , H. V. Cheng , W. H. Mow , F. Rusek

We consider the LP in standard form min {c T x\,: Ax = b; x $\ge$ 0} and inspired by $\epsilon$-regularization in Optimal Transport, we introduce its $\epsilon$-regularization ''min {c T x + $\epsilon$ f (x)\,: Ax = b; x $\ge$ 0}'' via the…

最优化与控制 · 数学 2025-04-08 Saroj Prasad Chhatoi , Jean B Lasserre

On a compact metric graph, we consider the spectrum of the Laplacian defined with a mix of standard and Dirichlet vertex conditions. A Cheeger-type lower bound on the gap $\lambda_2 - \lambda_1$ is established, with a constant that depends…

谱理论 · 数学 2023-01-19 David Borthwick , Evans M. Harrell , Haozhe Yu

Let A be a compact set in the right-half plane and $\Gamma(A)$ the set in $\mathbb{R}^{3}$ obtained by rotating A about the vertical axis. We investigate the support of the limit distribution of minimal energy point charges on $\Gamma(A)$…

数学物理 · 物理学 2009-11-13 J. S. Brauchart , D. P. Hardin , E. B. Saff

Bayesian inference requires approximation methods to become computable, but for most of them it is impossible to quantify how close the approximation is to the true posterior. In this work, we present a theorem upper-bounding the KL…

机器学习 · 统计学 2017-11-27 Guillaume P. Dehaene

Let $\mathcal{P} \subset \mathbb{R}^d$ be a lattice polytope of dimension $d$. Let $b$ denote the number of lattice points belonging to the boundary of $\mathcal{P}$ and $c$ that to the interior of $\mathcal{P}$. It follows from a lower…

组合数学 · 数学 2023-01-25 Ichiro Sainose , Ginji Hamano , Tatsuo Emura , Takayuki Hibi

We study the maximum achievable differential entropy at the output of a system assigning to each input X the sum X+N, with N a given noise with probability law absolutely continuous with respect to the Lebesgue measure and where the input…

最优化与控制 · 数学 2016-02-04 Francisco J. Piera

We show that Lipschitz solutions $u$ of $\mathrm{div}\, G(\nabla u)=0$ in $B_1\subset\mathbb R^2$ are $C^1$, for strictly monotone vector fields $G\in C^0(\mathbb R^2;\mathbb R^2)$ satisfying a mild ellipticity condition. If $G=\nabla F$…

偏微分方程分析 · 数学 2024-07-02 Thibault Lacombe , Xavier Lamy

We study the minimum number of constraints needed to formulate random instances of the maximum stable set problem via linear programs (LPs), in two distinct models. In the uniform model, the constraints of the LP are not allowed to depend…

计算复杂性 · 计算机科学 2016-10-26 Gábor Braun , Samuel Fiorini , Sebastian Pokutta

Many geometric and analytic properties of sets hinge on the properties of harmonic measure, notoriously missing for sets of higher co-dimension. The aim of this manuscript is to develop a version of elliptic theory, associated to a linear…

偏微分方程分析 · 数学 2023-09-26 Guy R. David , Joseph Feneuil , Svitlana Mayboroda

For a positive integer $r$, let $G(r)$ be the smallest $N$ such that, whenever the edges of the Cartesian product $K_N \times K_N$ are $r$-coloured, then there is a rectangle in which both pairs of opposite edges receive the same colour. In…

组合数学 · 数学 2018-09-26 Luka Milićević

For a finite group $G$ denote by $\gamma(L(G))$ the genus of the subgroup graph of $G.$ We prove that $\gamma(L(G))$ tends to infinity as either the rank of $G$ or the number of prime divisors of $|G|$ tends to infinity.

群论 · 数学 2020-02-03 Andrea Lucchini

A recent upper bound by Le and Solomon [STOC '23] has established that every $n$-node graph has a $(1+\varepsilon)(2k-1)$-spanner with lightness $O(\varepsilon^{-1} n^{1/k})$. This bound is optimal up to its dependence on $\varepsilon$; the…

数据结构与算法 · 计算机科学 2024-09-09 Greg Bodwin , Jeremy Flics

An upper bound on the error probability of specific lattices, based on their distance-spectrum, is constructed. The derivation is accomplished using a simple alternative to the Minkowski-Hlawka mean-value theorem of the geometry of numbers.…

信息论 · 计算机科学 2013-01-03 Yuval Domb , Meir Feder

We study lattice embeddings for the class of countable groups $\Gamma$ defined by the property that the largest amenable uniformly recurrent subgroup $A_\Gamma$ is continuous. When $A_\Gamma$ comes from an extremely proximal action and the…

群论 · 数学 2020-12-23 Adrien Le Boudec

We prove a number field analogue of W. M. Schmidt's conjecture on the intersection of weighted badly approximable vectors and use this to prove an instance of a conjecture of An, Guan and Kleinbock. Namely, let $G := SL_2(\mathbb{R}) \times…

动力系统 · 数学 2019-07-18 Jinpeng An , Anish Ghosh , Lifan Guan , Tue Ly