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This paper introduces a new term rewriting system that is similar to the embedded read-back mechanism for interaction nets presented in our previous work, but is easier to follow than in the original setting and thus to analyze its…

计算机科学中的逻辑 · 计算机科学 2018-08-21 Anton Salikhmetov

We consider a convex optimization problem with many linear inequality constraints. To deal with a large number of constraints, we provide a penalty reformulation of the problem, where the penalty is a variant of the one-sided Huber loss…

最优化与控制 · 数学 2023-11-03 Angelia Nedich , Tatiana Tatarenko

In this work, a method for solving the constraints of general relativity is presented, where first all geometrical objects are written in terms of a set of orthonormal triads and a flat Weitzenbock connection, which depends on the triads…

广义相对论与量子宇宙学 · 物理学 2017-07-18 Daniel W. F. Alves

Quantization based model compression serves as high performing and fast approach for inference that yields models which are highly compressed when compared to their full-precision floating point counterparts. The most extreme quantization…

机器学习 · 计算机科学 2021-11-09 Yaniv Shulman

The first two authors of this paper asserted in Lemma 4 of "New Farkas-type constraint qualifications in convex infinite programming" (DOI: 10.1051/cocv:2007027) that a given reverse convex inequality is consequence of a given convex system…

最优化与控制 · 数学 2023-05-31 Nguyen Dinh , Miguel A. Goberna , M. Volle

In this article, we treat stability conditions in the sense of King, Bridgeland and Bayer in a single framework. Following King, we begin with weight functions on a triangulated category, and consider increasingly specialised configurations…

代数几何 · 数学 2021-03-18 Jason Lo

In this work a balanced k-way partitioning problem with weight constraints is defined to model the sports team realignment. Sports teams must be partitioned into a fixed number of groups according to some regulations, where the total…

离散数学 · 计算机科学 2020-02-28 Diego Recalde , Daniel Severín , Ramiro Torres , Polo Vaca

We study the improvement of Kennedy-Kuti's linear accept/reject algorithm with different ordering criterion and modified Bhanot-Kennedy estimator of $e^{\Delta H}$ to reduce probability-bound violation. A new stochastic Monte Carlo…

高能物理 - 格点 · 物理学 2009-10-31 L. Lin , K. F. Liu , J. Sloan

Quantum computing offers significant potential for solving NP-hard combinatorial (optimization) problems that are beyond the reach of classical computers. One way to tap into this potential is by reformulating combinatorial problems as a…

Conventional inverse optimization inputs a solution and finds the parameters of an optimization model that render a given solution optimal. The literature mostly focuses on inferring the objective function in linear problems when accepted…

最优化与控制 · 数学 2024-10-10 Houra Mahmoudzadeh , Kimia Ghobadi

We consider the problem of convex function chasing with black-box advice, where an online decision-maker aims to minimize the total cost of making and switching between decisions in a normed vector space, aided by black-box advice such as…

机器学习 · 计算机科学 2022-06-27 Nicolas Christianson , Tinashe Handina , Adam Wierman

The weighted $k$-server problem is a natural generalization of the $k$-server problem where each server has a different weight. We consider the problem on uniform metrics, which corresponds to a natural generalization of paging. Our main…

数据结构与算法 · 计算机科学 2017-09-08 Nikhil Bansal , Marek Elias , Grigorios Koumoutsos

We analyze the performance of a variant of Newton method with quadratic regularization for solving composite convex minimization problems. At each step of our method, we choose regularization parameter proportional to a certain power of the…

最优化与控制 · 数学 2022-08-12 Nikita Doikov , Konstantin Mishchenko , Yurii Nesterov

We first show that infinite satisfiability can be reduced to finite satisfiability for all prenex formulas of Separation Logic with $k\geq1$ selector fields ($\seplogk{k}$). Second, we show that this entails the decidability of the finite…

计算机科学中的逻辑 · 计算机科学 2018-05-01 Mnacho Echenim , Radu Iosif , Nicolas Peltier

We aim to design strategies for sequential decision making that adjust to the difficulty of the learning problem. We study this question both in the setting of prediction with expert advice, and for more general combinatorial decision…

机器学习 · 计算机科学 2015-03-02 Wouter M. Koolen , Tim van Erven

This paper proposes a new method for the K-armed dueling bandit problem, a variation on the regular K-armed bandit problem that offers only relative feedback about pairs of arms. Our approach extends the Upper Confidence Bound algorithm to…

机器学习 · 计算机科学 2013-12-18 Masrour Zoghi , Shimon Whiteson , Remi Munos , Maarten de Rijke

In this paper, we propose an inexact proximal Newton-type method for nonconvex composite problems. We establish the global convergence rate of the order $\mathcal{O}(k^{-1/2})$ in terms of the minimal norm of the KKT residual mapping and…

最优化与控制 · 数学 2024-12-26 Hong Zhu

We give an algorithm to compute a one-dimensional shape-constrained function that best fits given data in weighted-$L_{\infty}$ norm. We give a single algorithm that works for a variety of commonly studied shape constraints including…

数据结构与算法 · 计算机科学 2019-05-30 David Durfee , Yu Gao , Anup B. Rao , Sebastian Wild

The Burrows-Wheeler Transform (BWT) has been an essential tool in text compression and indexing. First introduced in 1994, it went on to provide the backbone for the first encoding of the classic suffix tree data structure in space close to…

数据结构与算法 · 计算机科学 2020-02-19 Jason Bentley , Daniel Gibney , Sharma V. Thankachan

An abstract framework of canonical inference is used to explore how different proof orderings induce different variants of saturation and completeness. Notions like completion, paramodulation, saturation, redundancy elimination, and…

计算机科学中的逻辑 · 计算机科学 2015-02-11 Maria Paola Bonacina , Nachum Dershowitz