Parikshit Ram. On the Optimality Gap of Warm-Started Hyperparameter Optimization. In Isabelle Guyon, Marius Lindauer, Mihaela van der Schaar, Frank Hutter, Roman Garnett, editors, International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA. Volume 188 of Proceedings of Machine Learning Research, PMLR, 2022. [doi]
@inproceedings{Ram22-0, title = {On the Optimality Gap of Warm-Started Hyperparameter Optimization}, author = {Parikshit Ram}, year = {2022}, url = {https://proceedings.mlr.press/v188/ram22a.html}, researchr = {https://researchr.org/publication/Ram22-0}, cites = {0}, citedby = {0}, booktitle = {International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA}, editor = {Isabelle Guyon and Marius Lindauer and Mihaela van der Schaar and Frank Hutter and Roman Garnett}, volume = {188}, series = {Proceedings of Machine Learning Research}, publisher = {PMLR}, }