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A concise text that presents and analyzes the fundamental techniques and methods in optimization that are useful in data science.
Big Data Optimization: Recent Developments and Challenges
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The main objective of this book is to provide the necessary background to work with big data by introducing some novel optimization algorithms and codes capable
Open Problems in Optimization and Data Analysis
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Computational and theoretical open problems in optimization, computational geometry, data science, logistics, statistics, supply chain modeling, and data analys
High-Dimensional Data Analysis with Low-Dimensional Models
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Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical mo
Combinatorial Data Analysis
Language: en
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Authors: Lawrence Hubert
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Combinatorial data analysis (CDA) refers to a wide class of methods for the study of relevant data sets in which the arrangement of a collection of objects is a