Page 1 of top 259 OER material results
Inspect Deep Support Vector Machines
http://hydro.ijs.si/v00d/23/emgdbtz2355m2eub4mshwwlzus3qzwfz.mp4

In this paper we describe a novel extension of the support vector machine, called the deep support vector machine (DSVM). The original SVM has a single layer with kernel functions and is therefore a shallow model. ...

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Inspect A Bahadur Type Representation of the Linear Support Vector Machine and its Relative Efficiency
http://hydro.ijs.si/v005/b4/wsgshgvqhvlj5dgiol2wpzlbviw4m6wn.mp4

The support vector machine has been used successfully in a variety of applications. Also on the theoretical front, its statistical properties including Bayes risk consistency have been examined rather extensively. ...

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Inspect A Support Vector Machine Approach to Dutch Part-of-Speech Tagging
http://hydro.ijs.si/v001/5b/lnjtmrv34ivok7dpwkoozscnm5uxybth.mp4

Part-of-Speech tagging, the assignment of Parts-of-Speech to the words in a given context of use, is a basic technique in many systems that handle natural languages. This paper describes a method for supervised training of a Part-of-Speech tagger using a committee of Support Vector Machines on a large corpus of annotated transcriptions of spoken Dutch. ...

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Inspect How does Clickthrough Data Reflect Retrieval Quality?
http://hydro.ijs.si/v004/3d/hunzokm3oyjyeorqha34rvdlma2kbxfs.pptx
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Inspect Online Learning with Implicit User Preferences
http://hydro.ijs.si/v00b/5e/l3w6ldmndnsol7uvioypsi7z3laa64i3.pdf

Many systems, ranging from search engines to smart homes, aim to continually improve the utility they are providing to their users. While clearly a machine learning problem, it is less clear what the interface between user and learning algorithm should look like. ...

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Inspect The Feature Importance Ranking Measure
http://hydro.ijs.si/v005/8f/r767unji3wjgpqgtjvruoj7a4fb4tjnv.mp4

Most accurate predictions are typically obtained by learning machines with complex feature spaces (as e. g. ...

Language:en Provider:Videolectures.NET
Inspect Closure-Based Confidence Boost in Association Rules
http://hydro.ijs.si/v009/78/pdajaxruhrnmj4ziespt34uto33wizfi.pdf
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Inspect Localized Projection Learning
http://hydro.ijs.si/v009/76/o35qob2xj6b6iheita7a44vlnmefcmht.mp4
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Inspect Learning and Prediction - A Survey
http://hydro.ijs.si/v005/b4/wszz7eckp5fw4mi7pfwutek7buuw5mp6.mp4

This survey considers the design of methods for learning mathematical models from data. The contemporary toolbox of machine learning consists of a wide set of techniques, essentially reducing to a few formal arguments. ...

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Inspect Learning and Prediction - A Survey
http://hydro.ijs.si/v005/bd/xvq3sx2voxpnnjvvkt6352567jzzcdia.mp4

This survey considers the design of methods for learning mathematical models from data. The contemporary toolbox of machine learning consists of a wide set of techniques, essentially reducing to a few formal arguments. ...

Language:en Provider:Videolectures.NET