Active Learning in Machine Learning Research leaf node


URI

https://openalex.org/T12072

Label

Active Learning in Machine Learning Research

Description

This cluster of papers revolves around the topic of active learning in machine learning research. It covers various aspects such as semi-supervised learning, deep learning, Gaussian processes, image classification, text categorization, batch mode active learning, statistical guarantees, and human-in-the-loop approaches.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T12072> a skos:Concept ;
    rdfs:label "Active Learning in Machine Learning Research"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Active_learning_(machine_learning)>,
        <https://openalex.org/T12072> ;
    skos:broader oasubfields:1702 ;
    skos:definition "This cluster of papers revolves around the topic of active learning in machine learning research. It covers various aspects such as semi-supervised learning, deep learning, Gaussian processes, image classification, text categorization, batch mode active learning, statistical guarantees, and human-in-the-loop approaches."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Active Learning in Machine Learning Research"@en ;
    openalex:cited_by_count 651653 ;
    openalex:works_count 26968 .