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Disambiguation of "Falkner, Stefan"

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Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning

, , , , and . Journal of Machine Learning Research, (2022)
DOI: 10.48550/ARXIV.2007.04074

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Horst Falkner

Melanie Falkner

Gerd Falkner

Manfred Falkner

Ernst Falkner

 

Other publications of authors with the same name

Bayesian Optimization with Robust Bayesian Neural Networks., , , and . NIPS, page 4134-4142. (2016)Learning Curve Prediction with Bayesian Neural Networks., , , and . ICLR (Poster), OpenReview.net, (2017)Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders., , , and . NeurIPS, (2022)Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization., , , , , , and . ICLR, OpenReview.net, (2020)Scalable Meta-Learning with Gaussian Processes., , , , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 1981-1989. PMLR, (2024)BOHB: Robust and Efficient Hyperparameter Optimization at Scale., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 1436-1445. PMLR, (2018)SpySMAC: Automated Configuration and Performance Analysis of SAT Solvers., , and . SAT, volume 9340 of Lecture Notes in Computer Science, page 215-222. Springer, (2015)Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning, , , , and . Journal of Machine Learning Research, (2022)Learning to Design RNA., , , and . ICLR (Poster), OpenReview.net, (2019)Practical Hyperparameter Optimization for Deep Learning., , and . ICLR (Workshop), OpenReview.net, (2018)