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Št. zadetkov: 19
Basics of algorithmics, computation models, formal languages
Colin de la Higuera
Video in druga učna gradiva
Oznake: computers;programming
Between the many theoretical computer science issues that one should be aware of when working in Machine learning, we visit, in this series of lectures, two. The first corresponds to strings, and through the study of strings, the questions about more complex structures like trees and graphs. W ...
Leto: 2007 Vir: videolectures.net
The exploration and exploitation tradeoff: Strategy learning and queries
Colin de la Higuera
Video in druga učna gradiva
Oznake:
Leto: 2005 Vir: videolectures.net
Introduction to Artificial Intelligence: Research, Technology and Business in OER
Colin de la Higuera
Video in druga učna gradiva
Oznake: social sciences;society;education;technology
Leto: 2017 Vir: videolectures.net
Grammatical Inference: a Tutorial
Colin de la Higuera
Video in druga učna gradiva
Oznake: computer science;machine learning;human language technology
The leactures will introduce the key ideas of grammatical inference and concentrate specially on the algorithmic aspects. Some algorithms that will be described are: The "State merging" family : Gold, Rpni, Edsm... The "Window" languages : Local and k-testable Learning with queries.
Leto: 2005 Vir: videolectures.net
Grammatical Inference
Colin de la Higuera
Video in druga učna gradiva
Oznake: computer science;text mining;machine learning
Grammatical inference is about learning automata and grammars given information about the language. During this tutorial we will introduce the problem and its applications, study the various paradigms and related learnability results and discuss some of the most important algorithms in the field.
Leto: 2010 Vir: videolectures.net
Opening of the PASCAL Workshop
Colin de la Higuera
Video in druga učna gradiva
Oznake: events
Leto: 2007 Vir: videolectures.net
Learning languages from bounded resources: the case of the DFA and the balls of strings
Colin de la Higuera
Video in druga učna gradiva
Oznake: computer science;machine learning;human language technology;text mining
Leto: 2008 Vir: videolectures.net
Grammatical Inference Vs. Grammar Induction: the Data or the Method?
Colin de la Higuera
Video in druga učna gradiva
Oznake: computer science;natural language processing
Why study the algorithms and not the grammars. Learning in the exact setting. Learning in a probabilistic setting.
Leto: 2007 Vir: videolectures.net
Curriculum development
Colin de la Higuera
Video in druga učna gradiva
Oznake: social sciences;education;computer science;machine learning
Leto: 2008 Vir: videolectures.net
Closing
Colin de la Higuera
Video in druga učna gradiva
Oznake: social sciences;education;society;public policy
Leto: 2014 Vir: videolectures.net
Št. zadetkov: 19
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