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The Kaczmarz algorithm is an iterative method that solves linear systems of equations. It stands out among iterative algorithms when dealing with large systems for two reasons. First, at each iteration, the Kaczmarz algorithm uses a single…

数值分析 · 数学 2024-04-10 Inês A. Ferreira , Juan A. Acebrón , José Monteiro

Extraction of structure, in particular of group symmetries, is increasingly crucial to understanding and building intelligent models. In particular, some information-theoretic models of parsimonious learning have been argued to induce…

信息论 · 计算机科学 2025-07-08 Hippolyte Charvin , Nicola Catenacci Volpi , Daniel Polani

The \emph{generalized sorting problem} is a restricted version of standard comparison sorting where we wish to sort $n$ elements but only a subset of pairs are allowed to be compared. Formally, there is some known graph $G = (V, E)$ on the…

数据结构与算法 · 计算机科学 2021-11-16 William Kuszmaul , Shyam Narayanan

Certain mathematical structures make a habit of reoccuring in the most diverse list of settings. Some obvious examples exhibiting this intrusive type of behavior include the Fibonacci numbers, the Catalan numbers, the quaternions, and the…

组合数学 · 数学 2007-05-23 Jon McCammond

Sorting a set of items is a task that can be useful by itself or as a building block for more complex operations. That is why a lot of effort has been put into finding sorting algorithms that sort large sets as fast as possible. But the…

数据结构与算法 · 计算机科学 2020-10-05 Timo Bingmann , Jasper Marianczuk , Peter Sanders

The minimum-cost arborescence problem is a well-studied problem in the area of graph theory, with known polynomial-time algorithms for solving it. Previous literature introduced new variations on the original problem with different…

最优化与控制 · 数学 2023-05-15 Xiaochen Chou , Mauro Dell'Amico , Jafar Jamal , Roberto Montemanni

LearnedSort is a novel sorting algorithm that, unlike traditional methods, uses fast ML models to boost the sorting speed. The models learn to estimate the input's distribution and arrange the keys in sorted order by predicting their…

数据结构与算法 · 计算机科学 2021-07-08 Ani Kristo , Kapil Vaidya , Tim Kraska

We study a family of sorting match puzzles on grids, which we call permutation match puzzles. In this puzzle, each row and column of a $n \times n$ grid is labeled with an ordering constraint -- ascending (A) or descending (D) -- and the…

数据结构与算法 · 计算机科学 2026-03-12 Kshitij Gajjar , Neeldhara Misra

A Cayley permutation is a word of positive integers such that if a letter appears in this word, then all positive integers smaller than that letter also appear. We initiate a systematic study of pattern avoidance on Cayley permutations…

组合数学 · 数学 2024-07-30 Anders Claesson , Giulio Cerbai , Dana C. Ernst , Hannah Golab

We study the problem of finding elements in the intersection of an arbitrary conic variety in $\mathbb{F}^n$ with a given linear subspace (where $\mathbb{F}$ can be the real or complex field). This problem captures a rich family of…

数据结构与算法 · 计算机科学 2023-05-09 Nathaniel Johnston , Benjamin Lovitz , Aravindan Vijayaraghavan

We study a classical iterative algorithm for balancing matrices in the $L_\infty$ norm via a scaling transformation. This algorithm, which goes back to Osborne and Parlett \& Reinsch in the 1960s, is implemented as a standard preconditioner…

数据结构与算法 · 计算机科学 2015-06-16 Leonard J. Schulman , Alistair Sinclair

Karp et al. (1988) described Deferred Data Structures for Multisets as "lazy" data structures which partially sort data to support online rank and select queries, with the minimum amount of work in the worst case over instances of size $n$…

数据结构与算法 · 计算机科学 2016-10-03 Jérémy Barbay , Carlos Ochoa , Srinivasa Rao Satti

We modify the enumeration schemes of Zeilberger and Vatter so that they can efficiently enumerate many new classes of pattern-avoiding permutations including all such classes with a regular insertion encoding.

组合数学 · 数学 2019-05-28 Yonah Biers-Ariel

Weighting strategy prevails in machine learning. For example, a common approach in robust machine learning is to exert lower weights on samples which are likely to be noisy or quite hard. This study reveals another undiscovered strategy,…

机器学习 · 计算机科学 2022-01-05 Rujing Yao , Ou Wu

This article investigates integer sequences that partition the sequence into blocks of various lengths - irregular arrays. The main result of the article is explicit formulas for numbering of irregular arrays. A generalization of Cantor…

组合数学 · 数学 2023-10-31 Boris Putievskiy

We study the problem of finding solutions to the stable matching problem that are robust to errors in the input and we obtain a polynomial time algorithm for a special class of errors. In the process, we also initiate work on a new…

数据结构与算法 · 计算机科学 2018-12-17 Tung Mai , Vijay V. Vazirani

The number of 123-avoiding permutation on $\{1,2,\ldots,n\}$ with a fixed leading terms is counted by the ballot numbers. The same holds for $132$-avoiding permutations. These results were proved by Miner and Pak using the…

组合数学 · 数学 2026-02-24 Ömer Eğecioğlu , Collier Gaiser , Mei Yin

An on-line chain partitioning algorithm receives the points of the poset from some externally determined list. Being presented with a new point the algorithm learns the comparability status of this new point to all previously presented…

数据结构与算法 · 计算机科学 2018-04-06 Bartłomiej Bosek

Various specifiable combinatorial structures, with d extensive parameters, can be exactly sampled both by the recursive method, with linear arithmetic complexity if a heavy preprocessing is performed, or by the Boltzmann method, with…

数据结构与算法 · 计算机科学 2013-07-09 Frederique Bassino , Andrea Sportiello

Many latent (factorized) models have been proposed for recommendation tasks like collaborative filtering and for ranking tasks like document or image retrieval and annotation. Common to all those methods is that during inference the items…

机器学习 · 计算机科学 2012-10-19 Jason Weston , John Blitzer
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