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Representation Learning: Propositionalization and Embeddings, Lavrač Nada, Podpečan VID, Robnik-Sikonja Marko


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Автор: Lavrač Nada, Podpečan VID, Robnik-Sikonja Marko
Название:  Representation Learning: Propositionalization and Embeddings
ISBN: 9783030688165
Издательство: Springer
Классификация:


ISBN-10: 303068816X
Обложка/Формат: Hardcover
Страницы: 163
Вес: 0.43 кг.
Дата издания: 23.08.2021
Язык: English
Размер: 23.39 x 15.60 x 1.12 cm
Ссылка на Издательство: Link
Поставляется из: Германии
Описание: This monograph addresses advances in representation learning, a cutting-edge research area of machine learning.


Algebraic Monoids, Group Embeddings, and Algebraic Combinatorics

Автор: Mahir Can; Zhenheng Li; Benjamin Steinberg; Qiang
Название: Algebraic Monoids, Group Embeddings, and Algebraic Combinatorics
ISBN: 1493956000 ISBN-13(EAN): 9781493956005
Издательство: Springer
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Цена: 15372.00 р.
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Описание: "The Fields Institute for Research in the Mathematical Sciences."

Geometry of Semilinear Embeddings: Relations to Graphs and Codes

Автор: Pankov Mark
Название: Geometry of Semilinear Embeddings: Relations to Graphs and Codes
ISBN: 9814651079 ISBN-13(EAN): 9789814651073
Издательство: World Scientific Publishing
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Цена: 12355.00 р.
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Описание: This volume covers semilinear embeddings of vector spaces over division rings and the associated mappings of Grassmannians.

Differential and Complex Geometry: Origins, Abstractions and Embeddings

Автор: Raymond O. Wells, Jr.
Название: Differential and Complex Geometry: Origins, Abstractions and Embeddings
ISBN: 331958183X ISBN-13(EAN): 9783319581835
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Differential and complex geometry are two central areas of mathematics with a long and intertwined history. This book, the first to provide a unified historical perspective of both subjects, explores their origins and developments from the sixteenth to the twentieth century.
Providing a detailed examination of the seminal contributions to differential and complex geometry up to the twentieth century embedding theorems, this monograph includes valuable excerpts from the original documents, including works of Descartes, Fermat, Newton, Euler, Huygens, Gauss, Riemann, Abel, and Nash.
Suitable for beginning graduate students interested in differential, algebraic or complex geometry, this book will also appeal to more experienced readers.

Embeddings and Extensions in Analysis

Автор: J.H. Wells; L.R. Williams
Название: Embeddings and Extensions in Analysis
ISBN: 3642660398 ISBN-13(EAN): 9783642660399
Издательство: Springer
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Цена: 12577.00 р.
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Описание: The object of this book is a presentation of the major results relating to two geometrically inspired problems in analysis. One is that of determining which metric spaces can be isometrically embedded in a Hilbert space or, more generally, P in an L space; the other asks for conditions on a pair of metric spaces which will ensure that every contraction or every Lipschitz-Holder map from a subset of X into Y is extendable to a map of the same type from X into Y. The initial work on isometric embedding was begun by K. Menger 1928] with his metric investigations of Euclidean geometries and continued, in its analytical formulation, by I. J. Schoenberg 1935] in a series of papers of classical elegance. The problem of extending Lipschitz-Holder and contraction maps was first treated by E. J. McShane and M. D. Kirszbraun 1934]. Following a period of relative inactivity, attention was again drawn to these two problems by G. Minty's work on non-linear monotone operators in Hilbert space 1962]; by S. Schonbeck's fundamental work in characterizing those pairs (X, Y) of Banach spaces for which extension of contractions is always possible 1966]; and by the generalization of many of Schoenberg's embedding theorems to the P setting of L spaces by Bretagnolle, Dachuna Castelle and Krivine 1966].

Differential and Complex Geometry: Origins, Abstractions and Embeddings

Автор: Raymond O. Wells, Jr.
Название: Differential and Complex Geometry: Origins, Abstractions and Embeddings
ISBN: 3319863428 ISBN-13(EAN): 9783319863429
Издательство: Springer
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Цена: 19564.00 р.
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Embeddings in natural language processing

Автор: Pilehvar, Mohammad Taher Camacho-collados, Jose
Название: Embeddings in natural language processing
ISBN: 1636390218 ISBN-13(EAN): 9781636390215
Издательство: Mare Nostrum (Eurospan)
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Цена: 9286.00 р.
Наличие на складе: Нет в наличии.

Описание: Provides a high-level synthesis of the main embedding techniques in NLP, in the broad sense. The book starts by explaining conventional word vector space models and word embeddings (e.g., Word2Vec and GloVe) and then moves to other types of embeddings, such as word sense, sentence and document, and graph embeddings.

Hardy Operators, Function Spaces and Embeddings

Автор: David E. Edmunds; William D. Evans
Название: Hardy Operators, Function Spaces and Embeddings
ISBN: 3642060277 ISBN-13(EAN): 9783642060274
Издательство: Springer
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Цена: 13275.00 р.
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Описание: Classical Sobolev spaces, based on Lebesgue spaces on an underlying domain with smooth boundary, are not only of considerable intrinsic interest but have for many years proved to be indispensible in the study of partial differential equations and variational problems.

Embeddings in natural language processing

Автор: Pilehvar, Mohammad Taher Camacho-collados, Jose
Название: Embeddings in natural language processing
ISBN: 1636390234 ISBN-13(EAN): 9781636390239
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 12058.00 р.
Наличие на складе: Нет в наличии.

Описание: Provides a high-level synthesis of the main embedding techniques in NLP, in the broad sense. The book starts by explaining conventional word vector space models and word embeddings (e.g., Word2Vec and GloVe) and then moves to other types of embeddings, such as word sense, sentence and document, and graph embeddings.


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