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Sampling in Combinatorial and Geometric Set Systems, Nabil H. Mustafa


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Автор: Nabil H. Mustafa
Название:  Sampling in Combinatorial and Geometric Set Systems
ISBN: 9781470461560
Издательство: Mare Nostrum (Eurospan)
Классификация:
ISBN-10: 1470461560
Обложка/Формат: Paperback
Страницы: 251
Вес: 0.48 кг.
Дата издания: 30.04.2022
Серия: Mathematical surveys and monographs
Язык: English
Размер: 182 x 257 x 24
Ключевые слова: Combinatorics & graph theory,Discrete mathematics,Geometry,Topology
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Поставляется из: Англии
Описание: Understanding the behavior of basic sampling techniques and intrinsic geometric attributes of data is an invaluable skill that is in high demand for both graduate students and researchers in mathematics, machine learning, and theoretical computer science. The last ten years have seen significant progress in this area, with many open problems having been resolved during this time. These include optimal lower bounds for epsilon-nets for many geometric set systems, the use of shallow-cell complexity to unify proofs, simpler and more efficient algorithms, and the use of epsilon-approximations for construction of coresets, to name a few. This book presents a thorough treatment of these probabilistic, combinatorial, and geometric methods, as well as their combinatorial and algorithmic applications. It also revisits classical results, but with new and more elegant proofs. While mathematical maturity will certainly help in appreciating the ideas presented here, only a basic familiarity with discrete mathematics, probability, and combinatorics is required to understand the material.
Дополнительное описание: Discrete mathematics|Combinatorics and graph theory|Geometry|Topology



Handbook of Combinatorial Optimization. Print + eReference Information   Print + eReference

Название: Handbook of Combinatorial Optimization. Print + eReference Information Print + eReference
ISBN: 1461439752 ISBN-13(EAN): 9781461439752
Издательство: Springer
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Цена: 436734.00 р.
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Описание: Handbook of Combinatorial Optimization

Combinatorial Matrix Theory and Generalized Inverses of Matr

Автор: Bapat Ravindra B
Название: Combinatorial Matrix Theory and Generalized Inverses of Matr
ISBN: 8132210522 ISBN-13(EAN): 9788132210528
Издательство: Springer
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Цена: 13275.00 р.
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Описание: This book examines two important contemporary areas in linear algebra, namely combinatorial matrix theory and generalized inverses. It covers a wide range of topics of interest such as graph theory, linear algebra, numerical methods and statistical inference.

Combinatorial inference in geometric data analysis

Автор: Bienaise, Solene (coheris Spad, Suresnes, France) Durand, Jean-luc (universite Paris 13, Villetaneuse, France) Le Roux, Brigitte (map5 - Universite Pa
Название: Combinatorial inference in geometric data analysis
ISBN: 1032093730 ISBN-13(EAN): 9781032093734
Издательство: Taylor&Francis
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Цена: 6123.00 р.
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Описание: Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of points that make no assumption on the process of generating data or distributions, and that are not based on random modelling but on permutation procedures recasting in a combinatorial fr

Systems, Patterns and Data Engineering with Geometric Calculi

Автор: Xambу-Descamps Sebastiа
Название: Systems, Patterns and Data Engineering with Geometric Calculi
ISBN: 303074485X ISBN-13(EAN): 9783030744854
Издательство: Springer
Цена: 16769.00 р.
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Описание: The intention of this collection agrees with the purposes of the homonymous mini-symposium (MS) at ICIAM-2019, which were to overview the essentials of geometric calculus (GC) formalism, to report on state-of-the-art applications showcasing its advantages and to explore the bearing of GC in novel approaches to deep learning.

Systems, Patterns and Data Engineering with Geometric Calculi

Автор: Xamb?-Descamps
Название: Systems, Patterns and Data Engineering with Geometric Calculi
ISBN: 3030744884 ISBN-13(EAN): 9783030744885
Издательство: Springer
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Цена: 16769.00 р.
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Описание: The intention of this collection agrees with the purposes of the homonymous mini-symposium (MS) at ICIAM-2019, which were to overview the essentials of geometric calculus (GC) formalism, to report on state-of-the-art applications showcasing its advantages and to explore the bearing of GC in novel approaches to deep learning.

Combinatorial Methods in Density Estimation

Название: Combinatorial Methods in Density Estimation
ISBN: 1461265274 ISBN-13(EAN): 9781461265276
Издательство: Springer
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Цена: 14673.00 р.
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Описание: Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths.

Combinatorial Methods in Discrete Mathematics

Автор: Vladimir N. Sachkov , Translated by V. Kolchin
Название: Combinatorial Methods in Discrete Mathematics
ISBN: 0521455138 ISBN-13(EAN): 9780521455138
Издательство: Cambridge Academ
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Цена: 18216.00 р.
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Описание: A 1996 account of some complex problems of discrete mathematics in a simple and unified form. A distinctive aspect of the book is the large number of asymptotic formulae derived. This is an important book, describing many ideas not previously available in English; the author has taken the chance to update the text and references where appropriate.

Combinatorial Inference In Geometri

Автор: Le Roux
Название: Combinatorial Inference In Geometri
ISBN: 1498781616 ISBN-13(EAN): 9781498781619
Издательство: Taylor&Francis
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Цена: 16843.00 р.
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Описание: Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of points that make no assumption on the process of generating data or distributions, and that are not based on random modelling but on permutation procedures recasting in a combinatorial framework.

Combinatorial Matrix Theory

Автор: Richard A. Brualdi; ?ngeles Carmona; Pauline van d
Название: Combinatorial Matrix Theory
ISBN: 3319709526 ISBN-13(EAN): 9783319709529
Издательство: Springer
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Цена: 4611.00 р.
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Описание:

This book contains the notes of the lectures delivered at an Advanced Course on Combinatorial Matrix Theory held at Centre de Recerca Matem?tica (CRM) in Barcelona. These notes correspond to five series of lectures. The first series is dedicated to the study of several matrix classes defined combinatorially, and was delivered by Richard A. Brualdi. The second one, given by Pauline van den Driessche, is concerned with the study of spectral properties of matrices with a given sign pattern. Dragan Stevanovi? delivered the third one, devoted to describing the spectral radius of a graph as a tool to provide bounds of parameters related with properties of a graph. The fourth lecture was delivered by Stephen Kirkland and is dedicated to the applications of the Group Inverse of the Laplacian matrix. The last one, given by ?ngeles Carmona, focuses on boundary value problems on finite networks with special in-depth on the M-matrix inverse problem.
Combinatorial Matrix Theory and Generalized Inverses of Matrices

Автор: Ravindra B. Bapat; Steve J. Kirkland; K. Manjunath
Название: Combinatorial Matrix Theory and Generalized Inverses of Matrices
ISBN: 813221725X ISBN-13(EAN): 9788132217251
Издательство: Springer
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Цена: 13275.00 р.
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Описание: This book examines two important contemporary areas in linear algebra, namely combinatorial matrix theory and generalized inverses. It covers a wide range of topics of interest such as graph theory, linear algebra, numerical methods and statistical inference.

Handbook of Combinatorial Optimization

Автор: Ding-Zhu Du; Panos M. Pardalos
Название: Handbook of Combinatorial Optimization
ISBN: 0792359240 ISBN-13(EAN): 9780792359241
Издательство: Springer
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Цена: 27251.00 р.
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Описание: Furthermore, combinatorial optimization problems occur in many diverse areas such as linear and integer programming, graph theory, artificial intelligence, and number theory. Many polynomial-time solvable combinatorial optimization problems are special cases of linear programming (e.g.

Integer Programming and Combinatorial Optimization

Автор: Karen Aardal; Bert Gerards
Название: Integer Programming and Combinatorial Optimization
ISBN: 3540422250 ISBN-13(EAN): 9783540422259
Издательство: Springer
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Цена: 10480.00 р.
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Описание: The locations and years of the seven rs t IPCO conferences were: IPCO I, Waterloo (Canada) 1990, IPCO II, Pittsburgh (USA) 1992, IPCO III, - ice (Italy) 1993, IPCO IV, Copenhagen (Denmark) 1995, IPCO V, Vancouver (Canada) 1996, IPCO VI, Houston (USA) 1998, IPCO VII, Graz (Austria) 1999.


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