肿块 发表于 2025-3-23 10:17:27

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Nausea 发表于 2025-3-23 16:55:44

Introduction: Where Is Nordic Noir?,ter, we discuss how this algorithm can be adapted to learn to act in sequential domains. We then present three of our most successful applications in real health care data—two cardiovascular prediction problems and the third is prediction of onset of Alzheimer’s disease. We then conclude the chapter with a few NLP applications.

forestry 发表于 2025-3-23 20:29:07

Boosting (Bi-)Directed Relational Models,es, instead of just one, results in an expressive model for the conditional distributions of RDNs. We then present a sample set of results that show superior performance when compared to state-of-the-art approaches.

LIMN 发表于 2025-3-24 01:03:56

Boosting Undirected Relational Models,rning undirected SRL models. More precisely, we adapt the algorithm for learning the popular formalism of Markov Logic Networks. We derive the gradients in this case and present empirical evidence to demonstrate the efficacy of this approach.

阴谋 发表于 2025-3-24 05:52:05

Boosting in the Presence of Missing Data,umed to be false. In this chapter, we relax this assumption and derive a boosting algorithm that can effectively work with missing data. The derivation is independent of the model and hence we will discuss about adapting it for RDNs and MLNs. As with other chapters, we will conclude with empirical evaluation on the SRL data sets.

Inveterate 发表于 2025-3-24 08:36:03

Boosting Statistical Relational Learning in Action,ter, we discuss how this algorithm can be adapted to learn to act in sequential domains. We then present three of our most successful applications in real health care data—two cardiovascular prediction problems and the third is prediction of onset of Alzheimer’s disease. We then conclude the chapter with a few NLP applications.

NEXUS 发表于 2025-3-24 14:09:08

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cardiac-arrest 发表于 2025-3-24 17:14:43

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DAUNT 发表于 2025-3-24 22:52:22

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摘要 发表于 2025-3-25 01:39:02

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查看完整版本: Titlebook: Boosted Statistical Relational Learners; From Benchmarks to D Sriraam Natarajan,Kristian Kersting,Jude Shavlik Book 2014 The Author(s) 2014