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Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis.

, , , , and . ACML, volume 129 of Proceedings of Machine Learning Research, page 737-752. PMLR, (2020)

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Automated Software and Service Composition: A Survey and Evaluating Review. SpringerBriefs in Computer Science Springer, Cham, (2016)Automated Machine Learning Service Composition., , and . CoRR, (2018)A Metric for Functional Reusability of Services.. ICSR, volume 8919 of Lecture Notes in Computer Science, page 298-313. Springer, (2015)Configuration and Evaluation, , , , , , and . (Jun 22, 2023)LCDB 1.0: An Extensive Learning Curves Database for Classification Tasks., , , and . ECML/PKDD (5), volume 13717 of Lecture Notes in Computer Science, page 3-19. Springer, (2022)Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification., , , , , , , , , and 2 other author(s). CoRR, (2022)Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification., , , , , , , , , and . CoRR, (2023)ML-Plan: Automated machine learning via hierarchical planning., , and . Mach. Learn., 107 (8-10): 1495-1515 (2018)Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis., , , , and . ACML, volume 129 of Proceedings of Machine Learning Research, page 737-752. PMLR, (2020)Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 43 (9): 3055-3066 (2021)