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In this tutorial, I will discuss the details about how Probabilistic Latent Semantic Analysis (PLSA) is formalized and how different learning algorithms are proposed to learn the model.

机器学习 · 统计学 2012-12-24 Liangjie Hong

This article aims to provide a comprehensive overview of sparse optimization, with a focus on both sparse signal recovery and sparse regularization techniques. We will begin by exploring the foundations of sparse optimization, delving into…

历史与综述 · 数学 2026-01-13 Jun Lu

These are notes for a graduate-level introductory course on singularity categories.

表示论 · 数学 2026-04-24 Matt Booth

These lecture notes focus on some numerical linear algebra algorithms in scientific computing. We assume that students are familiar with elementary linear algebra concepts such as vector spaces, systems of equations, matrices, norms,…

历史与综述 · 数学 2024-12-31 Davoud Mirzaei

In this paper, we propose the first exact algorithm for minimizing the difference of two submodular functions (D.S.), i.e., the discrete version of the D.C. programming problem. The developed algorithm is a branch-and-bound-based algorithm…

数据结构与算法 · 计算机科学 2011-08-23 Yoshinobu Kawahara , Takashi Washio

After attacking the RSA by injecting fault and corresponding countermeasures, works appear now about the need for protecting RSA public elements against fault attacks. We provide here an extension of a recent attack based on the public…

密码学与安全 · 计算机科学 2011-02-01 Alexandre Berzati , Cécile Canovas , Jean-Guillaume Dumas , Louis Goubin

These notes provide an introduction to standard topics on quantum computation and communication for those who already have a basic knowledge of quantum mechanics. The main target audience are professional physicists as well as advanced…

量子物理 · 物理学 2024-08-23 Oswaldo Zapata

This paper is to build a primitive framework for a new possible extended system of real mathematical analysis - the Isomorphic Mathematical Analysis System (IMAS). It is based on some new concepts: e.g. isomorphic frame,…

综合数学 · 数学 2024-01-30 Yuan Liu

The survey presents the well-known Warshall's algorithm, a generalization and some interesting applications of this.

离散数学 · 计算机科学 2019-10-29 Zoltán Kása

This article attempts to discover the surreptitious features of ransomware and to address it in information systems security research. It intends to elicit attention with regard to ransomware, a newly emerged cyber threat using such…

密码学与安全 · 计算机科学 2016-03-29 Akashdeep Bhardwaj , G. V. B. Subrahmanyam , Vinay Avasthi , Hanumat Sastry

The present work has been designed for students in secondary school and their teachers in mathematics. We will show how with the help of our knowledge of number systems we can solve problems from other fields of mathematics for example in…

历史与综述 · 数学 2014-10-31 Krasimir Yordzhev

Rivest-Shamir-Adleman (RSA) cryptosystem uses modular multiplication for encryption and decryption. So, performance of RSA can be drastically improved by optimizing modular multiplication. This paper proposes a new parallel, high-radix…

硬件体系结构 · 计算机科学 2020-09-09 Javad Bagherzadeh , Vishishtha Bothra , Disha Gujar , Sugandha Gupta , Jinal Shah

Since their introduction in 2004, Polynomial Modular Number Systems (PMNS) have become a very interesting tool for implementing cryptosystems relying on modular arithmetic in a secure and efficient way. However, while their implementation…

数据结构与算法 · 计算机科学 2024-06-07 Jean Claude Bajard , Jérémy Marrez , Thomas Plantard , Pascal Véron

The purpose of these lecture notes is to give a quick and introductory overview of holographic superconductors. Besides the actual description of the standard holographic superconductor, attention is paid to the motivations and the relation…

高能物理 - 理论 · 物理学 2014-02-17 Daniele Musso

Computer algebra systems are complex software systems that cover a wide range of scientific and practical problems. However, the absolute coverage cannot be achieved. Often, it is required to create a user extension for an existing computer…

数学软件 · 计算机科学 2020-05-12 Migran N. Gevorkyan , Anna V. Korolkova , Dmitry S. Kulyabov , Leonid A. Sevastianov

The goal of this introductory survey is to present the major developments of algorithmic randomness with an eye toward its historical development. While two highly comprehensive books and one thorough survey article have been written on the…

逻辑 · 数学 2020-04-07 Johanna N. Y. Franklin , Christopher P. Porter

Integration by parts is used to reduce scalar Feynman integrals to master integrals.

高能物理 - 唯象学 · 物理学 2015-03-19 A. G. Grozin

These informal notes deal with a number of questions related to sums and integrals in analysis.

经典分析与常微分方程 · 数学 2010-08-17 Stephen Semmes

A random search algorithm intended to solve discrete optimization problems is considered. We outline the main components of the algorithm, and then describe it in more detail. We show how the algorithm can be implemented on parallel…

分布式、并行与集群计算 · 计算机科学 2013-11-13 Nikolai K. Krivulin , Dennis Guster , Charles Hall

There are a huge number of problems, from various areas, being solved by reducing them to SAT. However, for many applications, translation into SAT is performed by specialized, problem-specific tools. In this paper we describe a new system…

人工智能 · 计算机科学 2015-07-01 Predrag Janicic