@inproceedings{bertrand:hal-02412262, TITLE = {{Hyperparameter optimization of deep neural networks: combining Hperband with Bayesian model selection}}, AUTHOR = {Bertrand, Hadrien and Ardon, Roberto and Perrot, Matthieu and Bloch, Isabelle}, URL = {https://telecom-paris.hal.science/hal-02412262}, BOOKTITLE = {{CAp}}, ADDRESS = {Grenoble, France}, HAL_LOCAL_REFERENCE = {HB:CAP-17}, YEAR = {2017}, KEYWORDS = {Deep Learning ; Gaussian Process ; Bayesian Optimization ; Hyperparameter Optimization}, HAL_ID = {hal-02412262}, HAL_VERSION = {v1}, }