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Average linkage Hierarchical Agglomerative Clustering (HAC) is an extensively studied and applied method for hierarchical clustering. Recent applications to massive datasets have driven significant interest in near-linear-time and efficient…

数据结构与算法 · 计算机科学 2025-02-06 MohammadHossein Bateni , Laxman Dhulipala , Kishen N Gowda , D Ellis Hershkowitz , Rajesh Jayaram , Jakub Łącki

This paper considers a Strongly Asynchronous and Slotted Massive Access Channel (SAS-MAC) where $K_n:=e^{n\nu}$ different users transmit a randomly selected message among $M_n:=e^{nR}$ ones within a strong asynchronous window of length…

信息论 · 计算机科学 2018-07-27 Sara Shahi , Daniela Tuninetti , Natasha Devroye

Error function analysis is an effective attack against chaotic cryptograph [PRE 66, 065202(R) (2002)]. The basin structure of the error function is crucial for determining the security of chaotic cryptosystems. In the present paper the…

混沌动力学 · 物理学 2015-06-26 Guoning Tang , Shihong Wang , Huaping Lu , Gang Hu

Security of information transmitted through the Internet is an international concern. This security is guaranteed by tools like hash functions. However, as security flaws have been recently identified in the current standard in this domain,…

密码学与安全 · 计算机科学 2015-03-19 Jacques M. Bahi , Jean-François Couchot , Christophe Guyeux

One of the most well-known classical results for site percolation on the square lattice is the equation p_c + p_c^* = 1. In words, this equation means that for all values different from p_c of the parameter p the following holds: Either…

概率论 · 数学 2007-07-16 Jacob van den Berg

The classical Canonical Correlation Analysis (CCA) identifies the correlations between two sets of multivariate variables based on their covariance, which has been widely applied in diverse fields such as computer vision, natural language…

最优化与控制 · 数学 2024-01-02 Yongchun Li , Santanu S. Dey , Weijun Xie

A security measure called effective security is defined that includes strong secrecy and stealth communication. Effective secrecy ensures that a message cannot be deciphered and that the presence of meaningful communication is hidden. To…

信息论 · 计算机科学 2014-01-27 Jie Hou , Gerhard Kramer

We consider a cascade network where a sequence of nodes each send a message to their downstream neighbor to enable coordination, the first node having access to an information signal. An adversary also receives all of the communication as…

信息论 · 计算机科学 2014-11-04 Paul Cuff

We are interested in investigating the security of source encryption with a symmetric key under side-channel attacks. In this paper, we propose a general framework of source encryption with a symmetric key under the side-channel attacks,…

信息论 · 计算机科学 2022-05-05 Yasutada Oohama , Bagus Santoso

Linear halo bias is the response of dark matter halo number density to a long wavelength fluctuation in the dark matter density. Using abundance matching between separate universe simulations which absorb the latter into a change in the…

宇宙学与河外天体物理 · 物理学 2016-03-23 Yin Li , Wayne Hu , Masahiro Takada

The hashing trick is a machine learning technique used to encode categorical features into a numerical vector representation of pre-defined fixed length. It works by using the categorical hash values as vector indices, and updating the…

机器学习 · 计算机科学 2021-02-09 M. Andrecut

Properties of galaxies like their absolute magnitude and their stellar mass content are correlated. These correlations are tighter for close pairs of galaxies, which is called galactic conformity. In hierarchical structure formation…

星系天体物理 · 物理学 2018-07-25 Martin Kerscher

In this paper we address practical aspects of the implementation of the 0-1 test for chaos in deterministic systems. In addition, we present a new formulation of the test which significantly increases its sensitivity. The test can be viewed…

混沌动力学 · 物理学 2015-05-13 Georg A. Gottwald , Ian Melbourne

It is a common belief that power-law distributed avalanches are inherently unpredictable. This idea affects phenomena as diverse as evolution, earthquakes, superconducting vortices, stock markets, etc; from atomic to social scales. It…

无序系统与神经网络 · 物理学 2009-11-13 O. Ramos , E. Altshuler , K. J. Maloy

The correlation factor for diffusion by the divacancy mechanism in an FCC lattice has been the target of a long quest. Amounting to 0.54 at the beginning, its value was progressively decreased down to 0.4582 with a confidence interval of…

材料科学 · 物理学 2016-10-11 J. L. Bocquet

Mode separation, namely how sharply a distribution fragments into barrier-separated clusters, is a fundamental geometric property of densities, difficult to quantify in high dimensions. It is structurally distinct from dispersion, yet…

机器学习 · 统计学 2026-05-12 Shaul Tolkovsky , Ori Meidler , Or Zuk

As long-horizon coding agents produce more code than any developer can review, oversight collapses onto a single surface: the automated test suite. Reward hacking naturally arises in this setup, as the agent optimizes for passing tests…

软件工程 · 计算机科学 2026-05-21 Bingchen Zhao , Dhruv Srikanth , Yuxiang Wu , Zhengyao Jiang

In excursion set theory the computation of the halo mass function is mapped into a first-passage time process in the presence of a barrier, which in the spherical collapse model is a constant and in the ellipsoidal collapse model is a fixed…

宇宙学与河外天体物理 · 物理学 2014-11-18 Michele Maggiore , Antonio Riotto

Every halo finding algorithm must make a critical yet relatively arbitrary choice: it must decide which structures are parent halos, and which structures are sub-halos of larger halos. We refer to this choice as ${\it percolation}$. We…

宇宙学与河外天体物理 · 物理学 2019-09-25 Rafael Garcia , Eduardo Rozo

In network analysis, developing a unified theoretical framework that can compare methods under different models is an interesting problem. This paper proposes a partial solution to this problem. We summarize the idea of using separation…

机器学习 · 计算机科学 2022-08-24 Huan Qing