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Efficient Automated Deep Learning for Time Series Forecasting.

, , , , and . ECML/PKDD (3), volume 13715 of Lecture Notes in Computer Science, page 664-680. Springer, (2022)

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Benchmarking local classification methods., , and . Comput. Stat., 28 (6): 2599-2619 (2013)Wearable-Based Parkinson's Disease Severity Monitoring Using Deep Learning., , , , , and . ECML/PKDD (3), volume 11908 of Lecture Notes in Computer Science, page 400-415. Springer, (2019)Frequentist Uncertainty Quantification in Semi-Structured Neural Networks., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 1924-1941. PMLR, (2023)Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features., , , , , , , and . FOGA, page 129-139. ACM, (2023)YAHPO Gym - An Efficient Multi-Objective Multi-Fidelity Benchmark for Hyperparameter Optimization., , , , and . AutoML, volume 188 of Proceedings of Machine Learning Research, page 3/1-39. PMLR, (2022)Tackling Neural Architecture Search With Quality Diversity Optimization., , , , , and . AutoML, volume 188 of Proceedings of Machine Learning Research, page 9/1-30. PMLR, (2022)Semi-Structured Deep Piecewise Exponential Models., , , , , and . SPACA, volume 146 of Proceedings of Machine Learning Research, page 40-53. PMLR, (2021)Structured Verification of Machine Learning Models in Industrial Settings., , , , and . Big Data, 11 (3): 181-198 (June 2023)Learning Multiple Defaults for Machine Learning Algorithms., , , , and . CoRR, (2018)Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process., , , , , and . CoRR, (2021)