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Generalizing a definition of homotopy fiber products of model categories, we give a definition of the homotopy limit of a diagram of left Quillen functors between model categories. As has been previously shown for homotopy fiber products,…

代数拓扑 · 数学 2014-02-26 Julia E. Bergner

Probabilistic classifiers output a probability distribution on target classes rather than just a class prediction. Besides providing a clear separation of prediction and decision making, the main advantage of probabilistic models is their…

机器学习 · 计算机科学 2019-02-20 Juozas Vaicenavicius , David Widmann , Carl Andersson , Fredrik Lindsten , Jacob Roll , Thomas B. Schön

In this note, we construct a closed model structure on the category of $\mathbb{Z}/2\mathbb{Z}$-graded complexes of projective systems of ind-Banach spaces. When the base field is the fraction field $F$ of a complete discrete valuation ring…

K理论与同调 · 数学 2024-03-29 Devarshi Mukherjee , Guillermo Cortiñas

Using Quillen-Lurie deformation theory formalism we develop an obstruction theory for studying the stable $\infty$-category of modules over a given geometric $\infty$-stack. The obstruction theory studies the problem of lifting compact…

代数几何 · 数学 2012-12-11 Romie Banerjee

Let $R$ be a left-Gorenstein ring. We show that there is a Quillen equivalence between singular contraderived model category and singular coderived model category. Consequently, an equivalence between the homotopy category of exact…

K理论与同调 · 数学 2020-09-10 Wei Ren

We develop a qualitative model of decision making with two aims: to describe how people make simple decisions and to enable computer programs to do the same. Current approaches based on Planning or Decisions Theory either ignore uncertainty…

人工智能 · 计算机科学 2013-02-18 Blai Bonet , Hector Geffner

We propose a method of classifying the operation of a system into finitely many modes. Each mode has its own objectives for the system's behaviour and its own mathematical models and algorithms designed to accomplish its objectives. A…

计算机科学中的逻辑 · 计算机科学 2021-07-14 Edwin Beggs , John V. Tucker

We introduce the notion of algebraic fibrant objects in a general model category and establish a (combinatorial) model category structure on algebraic fibrant objects. Based on this construction we propose algebraic Kan complexes as an…

代数拓扑 · 数学 2011-05-31 Thomas Nikolaus

Implicative algebras have been recently introduced by Miquel in order to provide a unifying notion of model, encompassing the most relevant and used ones, such as realizability (both classical and intuitionistic), and forcing. In this work,…

范畴论 · 数学 2023-12-06 Samuele Maschio , Davide Trotta

Applied category theory has recently developed libraries for computing with morphisms in interesting categories, while machine learning has developed ways of learning programs in interesting languages. Taking the analogy between categories…

人工智能 · 计算机科学 2022-05-17 Eli Sennesh , Tom Xu , Yoshihiro Maruyama

In \cite{CompTheo} we studied the indeterminacy of the value of a derived functor at an object using different definitions of a derived functor and different types of fibrant replacement. In the present work we focus on derived or homotopy…

代数拓扑 · 数学 2021-09-28 Alisa Govzmann , Damjan Pištalo , Norbert Poncin

Quillen's notion of small object and the Gabriel-Ulmer notion of finitely presentable or generated object are fundamental in homotopy theory and categorical algebra. Do these notions always lead to rather uninteresting classes of objects in…

一般拓扑 · 数学 2023-02-02 Jiri Adamek , Miroslav Husek , Jiri Rosicky , Walter Tholen

We develop a constructive theory of finite multisets in Homotopy Type Theory, defining them as free commutative monoids. After recalling basic structural properties of the free commutative-monoid construction, we formalise and establish the…

计算机科学中的逻辑 · 计算机科学 2023-06-22 Vikraman Choudhury , Marcelo Fiore

This is an introduction to the study of abstract homotopy theory by means of model categories and $(\infty,1)$-categories. The only prerequisites are very basic general topology and abstract algebra. None categorical background is needed.…

代数拓扑 · 数学 2020-08-13 Yuri Ximenes Martins

One of the most useful methods for studying the stable homotopy category is localising at some spectrum E. For an arbitrary stable model category we introduce a candidate for the E-localisation of this model category. We study the…

代数拓扑 · 数学 2012-12-11 David Barnes , Constanze Roitzheim

By linking conceptual theories with observed data, generative models can support reasoning in complex situations. They have come to play a central role both within and beyond statistics, providing the basis for power analysis in molecular…

统计方法学 · 统计学 2022-08-15 Kris Sankaran , Susan P. Holmes

Homotopy limits and colimits are homotopical replacements for the usual limits and colimits of category theory, which can be approached either using classical explicit constructions or the modern abstract machinery of derived functors. Our…

代数拓扑 · 数学 2009-07-01 Michael Shulman

Higher inductive types are a class of type-forming rules, introduced to provide basic (and not-so-basic) homotopy-theoretic constructions in a type-theoretic style. They have proven very fruitful for the "synthetic" development of homotopy…

逻辑 · 数学 2020-07-08 Peter LeFanu Lumsdaine , Mike Shulman

The variety of data is one of the important issues in the era of Big Data. The data are naturally organized in different formats and models, including structured data, semi-structured data, and unstructured data. Prior research has…

数据库 · 计算机科学 2021-09-03 Valter Uotila , Jiaheng Lu , Dieter Gawlick , Zhen Hua Liu , Souripriya Das , Gregory Pogossiants

We adapt the notion of an algebraic theory to work in the setting of quasicategories developed recently by Joyal and Lurie. We develop the general theory at some length. We study one extended example in detail: the theory of commutative…

代数拓扑 · 数学 2011-09-09 James Cranch
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