Freeze-Thaw Bayesian Optimization

16 June 2014

Papers citing "Freeze-Thaw Bayesian Optimization"

6 / 56 papers shown

Title
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets Aaron Klein Stefan Falkner Simon Bartels Philipp Hennig Frank Hutter AI4CE 35 546 0 23 May 2016
Bayesian Hyperparameter Optimization for Ensemble Learning Julien-Charles Levesque Christian Gagné R. Sabourin BDL 21 48 0 20 May 2016
Multi-fidelity Gaussian Process Bandit Optimisation Kirthevasan Kandasamy Gautam Dasarathy Junier B. Oliva J. Schneider Barnabás Póczós 14 76 0 20 Mar 2016
Hyperparameter optimization with approximate gradient Fabian Pedregosa 37 442 0 07 Feb 2016
Non-stochastic Best Arm Identification and Hyperparameter Optimization Kevin G. Jamieson Ameet Talwalkar 59 568 0 27 Feb 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012