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  • Search: subject:"uncertainty sampling"
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Year of publication
Subject
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Active Learning 1 Artificial intelligence 1 Classification 1 Economics Text Corpora 1 Klassifikation 1 Knowledge 1 Knowledge Distillation 1 Knowledge management 1 Künstliche Intelligenz 1 Large Language Models (LLM) 1 Learning 1 Lernen 1 Machine Learning 1 Multi-Class Randomized Accept/Reject Uncertainty Sampling (M-RARU) 1 Sampling 1 Stichprobenerhebung 1 TextClassification 1 Theorie 1 Theory 1 Uncer-tainty Sampling 1 Wissen 1 Wissensmanagement 1 active learning 1 class probability 1 cost-sensitive learning 1 decision trees 1 estimation 1 ranking 1 selective sampling 1 supervised learning 1 uncertainty sampling 1
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Online availability
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Free 2
Type of publication
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Article 1 Book / Working Paper 1
Type of publication (narrower categories)
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Arbeitspapier 1 Graue Literatur 1 Non-commercial literature 1 Working Paper 1
Language
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English 2
Author
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Crane, Leland 1 Ge, Xiaoyu 1 Haberkorn, Flora 1 Iyengar, Rithika 1 Lee, Seung Jung 1 Luccioli, Viviana 1 Panley, Ryan 1 Provost, Foster 1 Saar-Tsechansky, Maytal 1 Sinha, Nitish Ranjan 1
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Published in...
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Finance and economics discussion series 1
Source
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BASE 1 ECONIS (ZBW) 1
Showing 1 - 2 of 2
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LLM on a budget : active knowledge distillation for efficient classification of large text corpora
Luccioli, Viviana; Iyengar, Rithika; Panley, Ryan; … - 2025
Persistent link: https://www.econbiz.de/10015605550
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Cover Image
Active Sampling for Class Probability Estimation and Ranking
Provost, Foster; Saar-Tsechansky, Maytal - 2004
morecompetitive with BOOTSTRAPLV compared to UNCERTAINTY SAMPLING. Theanalysis suggests more general implications for improving …
Persistent link: https://www.econbiz.de/10009435051
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