Daidzein 发表于 2025-3-21 17:59:17

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locus-ceruleus 发表于 2025-3-21 22:19:56

978-3-031-00444-5Springer Nature Switzerland AG 2015

无效 发表于 2025-3-22 00:27:00

Metric Learning978-3-031-01572-4Series ISSN 1939-4608 Series E-ISSN 1939-4616

Antigen 发表于 2025-3-22 05:05:54

Metrics,This chapter introduces some background knowledge on metrics and their applications. Section 2.1 provides definitions for distance, similarity and kernel functions. Some standard metrics are presented in Section 2.2. We conclude this chapter by briefly discussing the use of metrics in machine learning and data mining in Section 2.3.

渐强 发表于 2025-3-22 10:11:35

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obsolete 发表于 2025-3-22 14:59:12

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浸软 发表于 2025-3-22 17:39:36

Aurélien Bellet,Amaury Habrard,Marc Sebbaneitung.Includes supplementary material: .Dieses Buch bietet eine grundlegende Einführung in das Rechnungswesen für Kulturbetriebe. Für Kulturinstitutionen wird der Umgang mit dem betrieblichen Rechnungswesen aus mehreren Gründen wichtiger: für eine solide Datenbasis, um staatliche Förderungen zu erh

整洁 发表于 2025-3-23 00:36:03

Introduction,or conceptual representations. Essentially, when facing stimuli or situations similar to what we have encountered before, we expect similar responses and take similar actions. This has led psychologists to develop a variety of cognitive theories and mathematical models of similarity [Ashby and Perri

OVERT 发表于 2025-3-23 02:15:20

Properties of Metric Learning Algorithms,scalability, optimality guarantees and ability to perform dimensionality reduction (Figure 3.1). When deciding which method to apply, emphasis should be placed on these properties, depending on the characteristics of the problem at hand. They provide the basis for a taxonomy of all the algorithms co

Cirrhosis 发表于 2025-3-23 08:50:57

Linear Metric Learning,ient learning thanks to their simple form. The chapter is organized as follows. In the first part, we focus on Malahanobis distance learning (Section 4.1), where the learned metric satisfies the distance axioms. Then, motivated by psychological evidence and computational benefits, the second part is
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查看完整版本: Titlebook: Metric Learning; Aurélien Bellet,Amaury Habrard,Marc Sebban Book 2015 Springer Nature Switzerland AG 2015