作者: locus-ceruleus 時(shí)間: 2025-3-21 22:19
978-3-031-00444-5Springer Nature Switzerland AG 2015作者: 無效 時(shí)間: 2025-3-22 00:27
Metric Learning978-3-031-01572-4Series ISSN 1939-4608 Series E-ISSN 1939-4616 作者: Antigen 時(shí)間: 2025-3-22 05:05
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.作者: 漸強(qiáng) 時(shí)間: 2025-3-22 10:11 作者: obsolete 時(shí)間: 2025-3-22 14:59 作者: 浸軟 時(shí)間: 2025-3-22 17:39
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 F?rderungen zu erh作者: 整潔 時(shí)間: 2025-3-23 00:36
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作者: OVERT 時(shí)間: 2025-3-23 02:15
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作者: Cirrhosis 時(shí)間: 2025-3-23 08:50
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作者: Gerontology 時(shí)間: 2025-3-23 12:07 作者: Oafishness 時(shí)間: 2025-3-23 13:59 作者: 泥沼 時(shí)間: 2025-3-23 19:52 作者: SKIFF 時(shí)間: 2025-3-24 00:59 作者: biopsy 時(shí)間: 2025-3-24 02:21
Applications,ent work in many domains have taken advantage of the algorithmic and theoretical advances in metric learning to cover a large spectrum of applications, like image retrieval, face recognition, image annotation, music recommendation, cartoon synthesis, webpage archiving, text retrieval, to name a few.作者: 熄滅 時(shí)間: 2025-3-24 06:38 作者: Ceramic 時(shí)間: 2025-3-24 12:57 作者: 有幫助 時(shí)間: 2025-3-24 16:46
Aurélien Bellet,Amaury Habrard,Marc Sebbanffe und Kalkulationsgrundlagen in der Vollkostenrechnung ? Entscheidungsunterstützung durch die Deckungsbeitragsrechnung ? Finanzplanung (mit Grundzügen zur Finanzierung). Der Autor: Prof. Dr. Günther Dey lehrt Betriebswirtschaft an der Hochschule Bremen..978-3-658-17533-7978-3-658-17534-4Series ISSN 2626-0557 Series E-ISSN 2626-0573 作者: Communicate 時(shí)間: 2025-3-24 19:55 作者: companion 時(shí)間: 2025-3-24 23:29 作者: Ambiguous 時(shí)間: 2025-3-25 04:40 作者: 歌劇等 時(shí)間: 2025-3-25 08:45
Introduction,ining techniques. Prominent examples include nearest-neighbor classification [Cover and Hart, 1967], data clustering [Lloyd, 1982], kernel methods [Sch?lkopf and Smola, 2001] and many information retrieval methods [Manning et al., 2008].作者: peritonitis 時(shí)間: 2025-3-25 11:44
Metric Learning for Structured Data,d Perona, 2005, Salton et al., 1975]. In this case, metric learning can simply be performed on the feature vector representation, but this strategy can imply a significant loss of structural information.作者: Morphine 時(shí)間: 2025-3-25 18:51 作者: 刺激 時(shí)間: 2025-3-25 21:50 作者: 幻想 時(shí)間: 2025-3-26 00:19
Book 2015 appropriately measure such similarities for a given task is crucial to the performance of many machine learning, pattern recognition and data mining methods. This book is devoted to metric learning, a set of techniques to automatically learn similarity and distance functions from data that has attr作者: judicial 時(shí)間: 2025-3-26 06:44
Linear Metric Learning, devoted to learning more flexible linear similarity functions (Section 4.2). Finally, Section 4.3 discusses how to scale-up these methods to large amounts of training data (both in number of samples and number of features).作者: giggle 時(shí)間: 2025-3-26 08:54
Nonlinear and Local Metric Learning,ce. In this chapter, we present the two main lines of research in nonlinear metric learning: learn a nonlinear form of metric (Section 5.1) or multiple linear metrics (Section 5.2), as illustrated in Figure 5.1.作者: A保存的 時(shí)間: 2025-3-26 13:36
Generalization Guarantees for Metric Learning,on the training sample). This deviation is typically a function of the number of training examples, and some notion of complexity of the model such as the VC dimension [Vapnik and Chervonenkis, 1971], the fat-shattering dimension [Alon et al., 1997] or the Rademacher complexity [Bartlett and Mendelson, 2002, Koltchinskii, 2001].作者: 完成 時(shí)間: 2025-3-26 16:56 作者: 樹木心 時(shí)間: 2025-3-27 00:27
Manifesting the South East Asian Dream: Understanding the Bhutanese Perspective,tition. Consequently, there is a perpetual renewal of cardinal propositions, aimed at widening its diplomatic pursuit. One such narrative that the landlocked nation has been banking upon is the Act East Policy of India, in the garb of the Indian “Neighbourhood First Policy”, consequently aimed at en作者: Catheter 時(shí)間: 2025-3-27 03:25
Stochastic Analysis of Asymmetric Tilting-Pad Journal Bearings,f the pad position that strongly affect the final dynamic characteristics of the system. In this work, a numerical study is devised to analyze the stiffness and damping coefficients of an asymmetric TPJB with load-on-pad (LOP), evaluated by a thermo-hydrodynamic (THD) model for a wide range of Somme作者: 整體 時(shí)間: 2025-3-27 07:49
On the Ontological Status of Trust: Robert Spaemann’s Philosophy of the Person as a Promisect in which one recognizes that one knows what it means to be a person. The ontological reason for this fundamental aspect of promise is that the being of the person is itself essentially constituted by recognition. Without recognition we would not be persons; but, at the same time, what we recogniz作者: 不妥協(xié) 時(shí)間: 2025-3-27 13:20 作者: gastritis 時(shí)間: 2025-3-27 16:22
Protein-Retention Expansion Microscopy (ExM): Scalable and Convenient Super-Resolution Microscopy, are not equipped to use traditional super-resolution imaging methods. Expanded specimens are ~99% water, resulting in strongly reduced optical scattering and enabling imaging of sub-diffraction-limited structures throughout specimens up to several hundred microns in (pre-expansion) thickness.作者: 畢業(yè)典禮 時(shí)間: 2025-3-27 18:39
,Japan: Politische Karriere zwischen Ministerialbürokratie und parlamentarischen Erbh?fen,llungen viel zu schlicht waren (vgl. etwa Bellah 1985, insbes. die Einleitung). Das politische System Japans ist heute erheblich demokratischer und, wie die meisten sagen würden, durchaus modern. Dennoch gibt es wichtige Unterschiede zu westlichen Systemen vor — und vor allem hinter — den Kulissen.作者: 采納 時(shí)間: 2025-3-28 01:25
Claudia G?tze,Yvonne Jaeckel,Gert Pickelbourhood? How are children allowed to be present in their neighbourhood? And how are children willing to be present in their neighbourhood? An analysis of three neighbourhoods in the city of Ghent (Belgium) with these questions shows that neighbourhoods differ by the opportunities and limitations th作者: lactic 時(shí)間: 2025-3-28 04:32 作者: WATER 時(shí)間: 2025-3-28 07:05
Notes on the Doctrine of Chanceso be sure I might, immediately after my throw, put the die in strong nitric acid, and dissolve it, but this suggestion only puts the preposterous character of the definition in a still stronger light. For it is plain that, if probability be the ratio of the occurrences of the specific event to the o作者: 勤勉 時(shí)間: 2025-3-28 10:25
Byron P. Roec phenomena have one feature in common: the low predictability of uncertain interrelated events occurring at different interconnected spatio-temporal scale levels and often originating from different disciplina978-3-642-26914-1978-3-642-01554-0Series ISSN 1430-9602 Series E-ISSN 2197-9375 作者: nepotism 時(shí)間: 2025-3-28 18:12 作者: 使絕緣 時(shí)間: 2025-3-28 21:22
1938-1743 proved, ????21(?3) is the Sobolev space, ?+ = [0, ∞). Theory of integral equations and inequalities with hyper-singular kernels is developed. The NSP is reduced to an integral inequality with a hyper-singular kernel.978-3-031-02431-3Series ISSN 1938-1743 Series E-ISSN 1938-1751 作者: 預(yù)示 時(shí)間: 2025-3-29 02:08
