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Data Selection Driven by Item Difficulty: on Investigating Data Efficient Practice for Hyperparameter Search

Gustavo Rodrigues dos Reis,Adrian Mos,Mario Cortes Cornax,Cyril Labbe

PROCEEDINGS 2024 IEEE/ACM 3RD INTERNATIONAL CONFERENCE ON AI ENGINEERING-SOFTWARE ENGINEERING FOR AI, CAIN 2024(2024)

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Key words
Item Difficulty,Hyperparameter Search,Deep Learning,Data Reduction,Hyperparameter Tuning,Image Recognition,Named Entity Recognition,Curriculum Learning,Foundation Model,Training Data,Subset Of Data,Difficulty Level,Fewer Resources
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