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Št. zadetkov: 5
Boosting
Robert Schapire
Video in druga učna gradiva
Oznake: computer science;machine learning;boosting
Boosting is a general method for producing a very accurate classification rule by combining rough and moderately inaccurate "rules of thumb." While rooted in a theoretical framework of machine learning, boosting has been found to perform quite well empirically. This tutorial will introduce the boost ...
Leto: 2005 Vir: videolectures.net
Theory and Applications of Boosting
Robert Schapire
Video in druga učna gradiva
Oznake: computer science;machine learning;computational learning theory
Boosting is a general method for producing a very accurate classification rule by combining rough and moderately inaccurate "rules of thumb". While rooted in a theoretical framework of machine learning, boosting has been found to perform quite well empirically. This tutorial will introduce the boost ...
Leto: 2009 Vir: videolectures.net
Robust Multi-objective Learning with Mentor Feedback
Robert Schapire
Video in druga učna gradiva
Oznake: computer science;machine learning;computational learning theory;unsupervised learning;on-line learning;supervised learning;statistical learning
We study decision making when each action is described by a set of objectives, all of which are to be maximized. During the training phase, we have access to the actions of an outside agent (“mentor”). In the test phase, our goal is to maximally improve upon the mentor’s (unobserved) actions across ...
Leto: 2014 Vir: videolectures.net
Lunch debate 24.5.2005
Mikhail Belkin , Robert Schapire , John Langford , Yann LeCun , Yoram Singer
Video in druga učna gradiva
Oznake: events
Leto: 2005 Vir: videolectures.net
Lunch debate 25.5.2005
Robert Schapire , Yann LeCun , John Langford , Yasemin Altun , Yoram Singer , David McAllester
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2005 Vir: videolectures.net
Št. zadetkov: 5
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