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Concept class

Known as: Concept (disambiguation) 
A concept over a domain X is a total Boolean function over X. A concept class is a class of concepts. Concept class is a subject of computational… 
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Related topics

Related topics

6 relations
Bondy's theoremOccam learningProbably approximately correct learningTeaching dimension

Broader (1)

Computational learning theory

Papers overview

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2015
2015
10-806 Foundations of Machine Learning and Data Science
We focus on binary classification problems; that is, we consider the problem of predicting a binary label y based on its… 
2014
2014
Personalized indexing for heterogeneous multimedia data
The work presented in this article fall under the scope of multimedia documents coming from a heterogeneous corpus that its aims… 
2007
2007
Active Learning Models and Noise
I study active learning in general pool-based active learning models as well noisy active learning algorithms and then compare… 
2002
2002
Improving Generalization with Active Learning
Active learning di(cid:1)ers from passive (cid:2)learning from examples(cid:3) in that the learning algorithm assumes at least… 
2000
2000
Explorative multilingual text retrieval based on fuzzy multilingual keyword classification
This paper proposes an explorative approach to multilingual text retrieval (MLTR) based on fuzzy multilingual keyword… 
2000
2000
Exact learning via teaching assistants
1999
1999
Genetic algorithms for attribute synthesis in large-scale data mining
The goal of this research is to apply genetic implementations of algorithms for selection, partitioning, and synthesis of… 
1998
1998
Uniform characterizations of polynomial-query learnabilities
1995
1995
An Interactive Model of Teaching
Previous teaching models in the learning theory community have been batch models. That is, in these models the teacher has… 
1990
1990
A connectionist learning algorithm with provable generalization and scaling bounds
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