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Position: A Call to Action for a Human-Centered AutoML Paradigm., , , , , , , , and . ICML, OpenReview.net, (2024)Interpretable Machine Learning for TabPFN., , , , , and . xAI (2), volume 2154 of Communications in Computer and Information Science, page 465-476. Springer, (2024)Hyperparameter Optimization., and . Automated Machine Learning, Springer, (2019)HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO., , , , , , , , and . NeurIPS Datasets and Benchmarks, (2021)Using Meta-Learning to Initialize Bayesian Optimization of Hyperparameters., , and . MetaSel@ECAI, volume 1201 of CEUR Workshop Proceedings, page 3-10. CEUR-WS.org, (2014)Mind the Gap: Measuring Generalization Performance Across Multiple Objectives., , , , , and . IDA, volume 13876 of Lecture Notes in Computer Science, page 130-142. Springer, (2023)Auto-Sklearn 2.0: The Next Generation, , , , and . arXiv:2007.04074 cs.LG, (July 2020)Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization., , , and . CoRR, (2024)Scalable Meta-Learning for Bayesian Optimization., , and . CoRR, (2018)Squirrel: A Switching Hyperparameter Optimizer, , , , , , , , , and 2 other author(s). arxiv, (December 2020)