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When predictive models are used to support complex and important decisions, the ability to explain a model's reasoning can increase trust, expose hidden biases, and reduce vulnerability to adversarial attacks. However, attempts at…

机器学习 · 计算机科学 2019-07-11 Dimitris Bertsimas , Arthur Delarue , Patrick Jaillet , Sebastien Martin

A position coding pattern is an array of symbols in which subarrays of a certain fixed size appear at most once. So, each subarray uniquely identifies a location in the larger array, which means there is a bijection of some sort from this…

信息论 · 计算机科学 2007-07-13 Edward Aboufadel , Timothy Armstrong , Elizabeth Smietana

Recently, linear codes constructed by defining sets have attracted a lot of study, and many optimal linear codes with a few weights have been produced. The objective of this paper is to present a class of binary linear codes with three…

信息论 · 计算机科学 2016-08-22 Yang Yan , Fei Li , Qiuyan Wang

Multivariate multiplicity codes (Kopparty, Saraf, and Yekhanin, J. ACM 2014) are linear codes where the codewords are described by evaluations of multivariate polynomials (with a degree bound) and their derivatives up to a fixed order, on a…

信息论 · 计算机科学 2024-12-03 S. Venkitesh

This paper investigates linear-time decoding algorithms for two classes of error-correcting codes. One of the classes is monotone codes which are known as single deletion codes. The other is azinv codes which are known as single balanced…

信息论 · 计算机科学 2020-04-16 Hokuto Takahashi , Manabu Hagiwara

Linear codes with few weights have significant applications in secret sharing schemes, authentication codes, association schemes, and strongly regular graphs. There are a number of methods to construct linear codes, one of which is based on…

信息论 · 计算机科学 2023-11-01 Yadi Wei , Jiaxin Wang , Fang-Wei Fu

We construct a class of positive linear maps on matrix algebras. We find conditions when these maps are atomic, decomposable and completely positive. We obtain a large class of atomic positive linear maps. As applications in quantum…

算子代数 · 数学 2017-04-25 Xin Li , Wei Wu

Toric codes are obtained by evaluating rational functions of a nonsingular toric variety at the algebraic torus. One can extend toric codes to the so called generalized toric codes. This extension consists on evaluating elements of an…

信息论 · 计算机科学 2010-02-25 Diego Ruano

In affine formation control problems, the construction of the framework with universal rigidity and affine localizability is a critical prerequisite, but it has not yet been well addressed, especially when additional agents join the…

系统与控制 · 电气工程与系统科学 2025-06-05 Huiming Li , Hao Chen , Xiangke Wang , Zhongkui Li , Lincheng Shen

R\'esum\'e Apr\`es un bref aper\c{c}u permettant de situer notre travail, nous proposons une nouvelle voie pour aborder la programmation lin\'eaire en proposant un algorithme \'elabor\'e \`a partir d'une id\'ee simple qui permet d'obtenir…

最优化与控制 · 数学 2010-08-13 I. Faye , I. Lavallée , M. Ngom , D. Seck , A. Sy

We present an algorithm to express Wilson lines that are defined on piecewise linear paths in function of their individual segments, reducing the number of diagrams needed to be calculated. The important step lies in the observation that…

高能物理 - 唯象学 · 物理学 2016-03-23 Frederik F. Van der Veken

In coding theory, constructing codes with good parameters is one of the most important and fundamental problems. Though a great many of good codes have been produced, most of them are defined over alphabets of sizes equal to prime powers.…

信息论 · 计算机科学 2022-09-01 Shu Liu , Liming Ma , Ting-Yi Wu , Chaoping Xing

This paper presents an unpaired method for creating line drawings from photographs. Current methods often rely on high quality paired datasets to generate line drawings. However, these datasets often have limitations due to the subjects of…

计算机视觉与模式识别 · 计算机科学 2022-03-30 Caroline Chan , Fredo Durand , Phillip Isola

In this paper, we construct four families of linear codes over finite fields from the complements of either the union of subfields or the union of cosets of a subfield, which can produce infinite families of optimal linear codes, including…

信息论 · 计算机科学 2021-08-24 Zhao Hu , Nian Li , Xiangyong Zeng , Lisha Wang , Xiaohu Tang

Convolutional codes are constructed, designed and analysed using row and/or block structures of unit algebraic schemes. Infinite series of such codes and of codes with specific properties are derived. Properties are shown algebraically and…

环与代数 · 数学 2018-04-04 Ted Hurley

We present a general framework for derandomizing random linear codes with respect to a broad class of properties, known as local properties, which encompass several standard notions such as distance, list-decoding, list-recovery, and…

信息论 · 计算机科学 2025-11-21 Fernando Granha Jeronimo , Nikhil Shagrithaya

We consider several characterizations of $\mathbb R$-linear mappings. In particular, we give a characterization of linear mappings whose range is $\geq$ 2 dimensional, in terms of preservation of lines (and contraction of lines to a point)…

综合数学 · 数学 2020-08-06 Sakaé Fuchino

It is widely believed that complex machine learning models generally encode features through linear representations. This is the foundational hypothesis behind a vast body of work on interpretability. A key challenge toward extracting…

机器学习 · 计算机科学 2026-04-01 Allen Liu

We propose a flexible gradient-based framework for learning linear programs from optimal decisions. Linear programs are often specified by hand, using prior knowledge of relevant costs and constraints. In some applications, linear programs…

机器学习 · 计算机科学 2020-06-17 Yingcong Tan , Daria Terekhov , Andrew Delong

In this paper, we introduce a novel explicit family of subcodes of Reed-Solomon (RS) codes that efficiently achieve list decoding capacity with a constant output list size. Our approach builds upon the idea of large linear subcodes of RS…

信息论 · 计算机科学 2024-01-29 Amit Berman , Yaron Shany , Itzhak Tamo