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HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML.

, , , и . NeurIPS Datasets and Benchmarks, (2021)

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Dhia Jomaa

Hassan Jomaa

Dariusch Reza Hadizadeh Kharrazi

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Transfer Learning for Automated Machine Learning: Meta-feature Learning, Black-box Hyperparameter Optimization and Applications.. University of Hildesheim, Germany, (2023)Panel Tracking for the Extraction and the Classification of Speech Balloons., , и . ICIAP (2), том 9280 из Lecture Notes in Computer Science, стр. 394-405. Springer, (2015)HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML., , , и . NeurIPS Datasets and Benchmarks, (2021)Affective Relationship between Color and Text in Arabic Comic Books., , , , и . SITIS, стр. 215-222. IEEE Computer Society, (2016)Multi-task Learning Curve Forecasting Across Hyperparameter Configurations and Datasets., , , и . ECML/PKDD (1), том 12975 из Lecture Notes in Computer Science, стр. 485-501. Springer, (2021)Dataset2Vec: Learning Dataset Meta-Features., , и . CoRR, (2019)KerMinSVM for imbalanced datasets with a case study on arabic comics classification., , и . Eng. Appl. Artif. Intell., (2017)Zero-shot AutoML with Pretrained Models., , , , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 17138-17155. PMLR, (2022)Semantic and Visual Cues for Humanitarian Computing of Natural Disaster Damage Images., , и . SITIS, стр. 404-411. IEEE Computer Society, (2016)