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Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks.

, , , и . CoRR, (2023)

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Frank Hutter

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Warmstarting of Model-based Algorithm Configuration., и . CoRR, (2017)Simple and efficient architecture search for Convolutional Neural Networks., , и . ICLR (Workshop), OpenReview.net, (2018)NAS-Bench-101: Towards Reproducible Neural Architecture Search., , , , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 7105-7114. PMLR, (2019)JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search., , , , и . NeurIPS, (2022)Joint Entropy Search For Maximally-Informed Bayesian Optimization., , и . NeurIPS, (2022)TempoRL: Learning When to Act., , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 914-924. PMLR, (2021)Zero-shot AutoML with Pretrained Models., , , , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 17138-17155. PMLR, (2022)Sample-Efficient Automated Deep Reinforcement Learning., , , и . ICLR, OpenReview.net, (2021)NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy., , , , , , , , и . ICLR, OpenReview.net, (2022)Transferring Optimality Across Data Distributions via Homotopy Methods, , , , и . International Conference on Learning Representations, (2020)