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Lars Hertel
Lars Hertel
Preverjeni e-poštni naslov na linkedin.com - Domača stran
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Leto
Sherpa: Robust hyperparameter optimization for machine learning
L Hertel, J Collado, P Sadowski, J Ott, P Baldi
SoftwareX 12, 100591, 2020
1302020
Approximate inference for deep latent gaussian mixtures
E Nalisnick, L Hertel, P Smyth
NIPS Workshop on Bayesian Deep Learning 2, 131, 2016
1052016
Improved energy reconstruction in NOvA with regression convolutional neural networks
P Baldi, J Bian, L Hertel, L Li
Physical Review D 99 (1), 012011, 2019
452019
Sherpa: hyperparameter optimization for machine learning models
L Hertel, J Collado, P Sadowski, P Baldi
282018
Reproducible hyperparameter optimization
L Hertel, P Baldi, DL Gillen
Journal of Computational and Graphical Statistics 31 (1), 84-99, 2022
112022
Quantity vs. quality: On hyperparameter optimization for deep reinforcement learning
L Hertel, P Baldi, DL Gillen
arXiv preprint arXiv:2007.14604, 2020
82020
On Hyperparameter Optimization for Deep Learning
L Hertel
University of California, Irvine, 2020
2020
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