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Principal components analysis (PCA) is a well-known technique for approximating a tabular data set by a low rank matrix. Here, we extend the idea of PCA to handle arbitrary data sets consisting of numerical, Boolean, categorical, ordinal,…

机器学习 · 统计学 2015-05-06 Madeleine Udell , Corinne Horn , Reza Zadeh , Stephen Boyd

We mainly investigate model of set theory with restricted choice, e.g., ZF + DC + "the family of countable subsets of lambda is well ordered for every lambda" (really local version for a given lambda). In this frame much of pcf theory can…

逻辑 · 数学 2019-01-29 Saharon Shelah

A novel selection principle was introduced by Dorantes-Aldama and Shakhmatov: a topological space $X$ is termed {\em selectively pseudocompact} if for any sequence $(U_n:n\in {\omega})$ of pairwise disjoint non-empty open sets of $X$, one…

一般拓扑 · 数学 2025-10-21 István Juhász , Lajos Soukup , Zoltán Szentmiklóssy

For self-similar sets, there are two important separation properties: the open set condition and the weak separation condition introduced by Zerner, which may be replaced by the formally stronger finite type property of Ngai and Wang. We…

动力系统 · 数学 2024-04-09 Christoph Bandt , Michael F. Barnsley

Quasi *-algebras possessing a sufficient family $\mathcal{M}$ of invariant positive sesquilinear forms carry several topologies related to $\mathcal{M}$ which make every *-representation continuous. This leads to define the class of locally…

泛函分析 · 数学 2023-04-13 Giorgia Bellomonte , Camillo Trapani

We consider the problem of learning a mixture of Random Utility Models (RUMs). Despite the success of RUMs in various domains and the versatility of mixture RUMs to capture the heterogeneity in preferences, there has been only limited…

机器学习 · 统计学 2020-04-01 Devavrat Shah , Dogyoon Song

We improve and expand in two directions the theory of norms on complex matrices induced by random vectors. We first provide a simple proof of the classification of weakly unitarily invariant norms on the Hermitian matrices. We use this to…

泛函分析 · 数学 2023-10-26 Ángel Chávez , Stephan Ramon Garcia , Jackson Hurley

An approximate Spielman-Teng theorem for the least singular value $s_n(M_n)$ of a random $n\times n$ square matrix $M_n$ is a statement of the following form: there exist constants $C,c >0$ such that for all $\eta \geq 0$, $\Pr(s_n(M_n)…

概率论 · 数学 2019-04-25 Vishesh Jain

In this paper we prove tight bounds on the combinatorial and topological complexity of sets defined in terms of $n$ definable sets belonging to some fixed definable family of sets in an o-minimal structure. This generalizes the…

组合数学 · 数学 2014-02-26 Saugata Basu

This paper investigates the effective categoricity of ultrahomogeneous structures. It is shown that any computable ultrahomogeneous structure is $\Delta^0_2$ categorical. A structure A is said to be weakly ultrahomogeneous if there is a…

逻辑 · 数学 2016-08-04 Francis Adams , Douglas Cenzer

The uniform Kruskal theorem extends the original result for trees to general recursive data types. As shown by A. Freund, M. Rathjen and A. Weiermann, it is equivalent to $\Pi^1_1$-comprehension, over $\mathsf{RCA_0}$ with the chain…

逻辑 · 数学 2022-08-02 Anton Freund , Patrick Uftring

Motivated by questions in theoretical distributed computing, we develop the combinatorial theory of abstract simplex path subdivisions. Our main application is a short and structural proof of the theorem of Castaneda and Rajsbaum. This…

分布式、并行与集群计算 · 计算机科学 2019-02-20 Dmitry N. Kozlov

Adaptation is to make model learn the patterns shifted from the training distribution. In general, this adaptation is formulated as the minimum entropy problem. However, the minimum entropy problem has inherent limitation -- shifted…

人工智能 · 计算机科学 2025-02-12 Seok-Ung Choi , Joonghyuk Hahn , Yo-Sub Han

We consider the properties weak cancellation, K_1-surjectivity, good index theory, and K_1-injectivity for the class of extremally rich C*-algebras, and for the smaller class of isometrically rich C*-algebras. We establish all four…

算子代数 · 数学 2017-06-09 Lawrence G. Brown , Gert K. Pedersen

The article addresses some open questions about the relations between the topological weak mixing property and the transitivity of the map $f\times f^2 \times...\times f^m$, where $f\colon X\ra X$ is a topological dynamical system on a…

动力系统 · 数学 2014-05-06 Dominik Kwietniak , Piotr Oprocha

Many problems in high-dimensional statistics appear to have a statistical-computational gap: a range of values of the signal-to-noise ratio where inference is information-theoretically possible, but (conjecturally) computationally…

统计理论 · 数学 2024-04-30 Dmitriy Kunisky , Cristopher Moore , Alexander S. Wein

In this note we show that for analytic semigroups the so-called Weiss condition of uniform boundedness of the operators $Re(\lambda)^\einhalb C(\lambda+A)^{-1}, \qquad Re(\lambda)>0$ on the complex right half plane and weak Lebesgue…

最优化与控制 · 数学 2012-06-25 Bernhard Hermann Haak

We work in set-theory without choice ZF. Denoting by AC(N) the countable axiom of choice, we show in ZF+AC(N) that the closed unit ball of a uniformly convex Banach space is compact in the convex topology (an alternative to the weak…

泛函分析 · 数学 2008-12-18 Marianne Morillon

The author has recently introduced the class of CNED sets in Euclidean space, generalizing the classical notion of NED sets, and shown that they are quasiconformally removable. A set $E$ is CNED if the conformal modulus of a curve family is…

复变函数 · 数学 2025-02-17 Dimitrios Ntalampekos

Almost surely in an Angelesco ensemble,the normalized counting measure of a random point converges weak* to the equilibrium measure.This result, for orthogonal polynomial ensembles, is well-known.

概率论 · 数学 2012-06-22 Thomas Bloom