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Disambiguation of "Benjamins, Carolin"

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PI is back! Switching Acquisition Functions in Bayesian Optimization

, , , , , , and . 2022 NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems, arXiv, (2022)
DOI: 10.48550/ARXIV.2211.01455

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Andrea Benjamins

Hendrik S Benjamins

Carolin Bambauer

Carolin Schneider

Carolin Zendler

 

Other publications of authors with the same name

Self-Adjusting Weighted Expected Improvement for Bayesian Optimization., , , , and . AutoML, volume 224 of Proceedings of Machine Learning Research, page 6/1-50. PMLR, (2023)Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes, , , , and . AI for Accelerated Materials Design - NeurIPS Workshop 2024, (December 2024)POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning, , , , and . Arxiv Preprint, (2022)Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis, , , , , and . 6th Workshop on Meta-Learning at NeurIPS 2022, (Nov 17, 2022)AutoRL Hyperparameter Landscapes., , , , and . CoRR, (2023)SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization, , , , , , , and . ArXiv: 2109.09831, (2021)POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning, , , , and . Arxiv Preprint, (May 2022)Extended Abstract: AutoRL Hyperparameter Landscapes, , , , and . The 16th European Workshop on Reinforcement Learning (EWRL 2023), (Sep 15, 2023)European Workshop on Reinforcement Learning 2023 ; Conference date: 13-09-2023 Through 16-09-2023.Application of machine learning for fleet-based condition monitoring of ball screw drives in machine tools, , , , , and . International Journal of Advanced Manufacturing Technology, 127 (3-4): 1143--1164 (July 2023)Funding Information: Open Access funding enabled and organized by Projekt DEAL. Funded by the Lower Saxony Ministry of Science and Culture under grant number ZN3489 within the Lower Saxony “Vorab” of the Volkswagen Foundation, Germany, supported by the Center for Digital Innovations (ZDIN), Germany. Carolin Benjamins and Marius Lindauer acknowledge support by European Union under the ERC Starting Grant “ixAutoML” (grant no. 101041029). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the ERC. Neither the European Union nor the ERC can be held responsible for them..Contextualize Me - The Case for Context in Reinforcement Learning, , , , , , , , and . Transactions on Machine Learning Research, (June 2023)