Machine Learning under Resource Constraints - Fundamentals
Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or by complex structures of the data in three volumes. Resource constraints are given by the relation between the demands for processing the data a...
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| Hlavný autor: | |
|---|---|
| Médium: | E-kniha |
| Jazyk: | English |
| Vydavateľské údaje: |
Berlin/Boston
De Gruyter
2022
Walter de Gruyter GmbH |
| Vydanie: | 1 |
| Predmet: | |
| ISBN: | 9783110786125, 3110786125 |
| On-line prístup: | Získať plný text |
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Obsah:
- Intro -- Contents -- Preface -- 1 Introduction -- Data Gathering and Resource Measuring -- 3 Streaming Data, Small Devices -- 4 Structured Data -- 5 Cluster Analysis -- 6 Hardware-Aware Execution -- 7 Memory Awareness -- 8 Communication Awareness -- 9 Energy Awareness -- Bibliography -- Index -- List of Contributors