Brent Komer
Title
Cited by
Cited by
Year
Hyperopt: a python library for model selection and hyperparameter optimization
J Bergstra, B Komer, C Eliasmith, D Yamins, DD Cox
Computational Science & Discovery 8 (1), 014008, 2015
2242015
Hyperopt-sklearn: automatic hyperparameter configuration for scikit-learn
B Komer, J Bergstra, C Eliasmith
ICML workshop on AutoML 9, 50, 2014
1442014
Preliminary evaluation of hyperopt algorithms on HPOLib
J Bergstra, B Komer, C Eliasmith, D Warde-Farley
ICML workshop on AutoML, 2014
142014
Setting up a reinforcement learning task with a real-world robot
AR Mahmood, D Korenkevych, BJ Komer, J Bergstra
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
132018
A unified theoretical approach for biological cognition and learning
B Komer, C Eliasmith
Current Opinion in Behavioral Sciences 11, 14-20, 2016
92016
Hyperopt-Sklearn
B Komer, J Bergstra, C Eliasmith
Automated Machine Learning, 97-111, 2019
82019
A neural representation of continuous space using fractional binding.
B Komer, TC Stewart, A Voelker, C Eliasmith
CogSci, 2038-2043, 2019
62019
Biologically inspired adaptive control of quadcopter flight
B Komer
University of Waterloo, 2015
52015
A Biologically Constrained Model of Semantic Memory Search.
I Kajic, J Gosmann, B Komer, RW Orr, TC Stewart, C Eliasmith
CogSci, 2017
22017
A Neural Model of Context Dependent Decision Making in the Prefrontal Cortex.
S Sharma, B Komer, TC Stewart, C Eliasmith
CogSci, 2016
22016
Eliasmith c. hyperopt-sklearn: automatic hyperparameter configuration for scikit-learn
B Komer, J Bergstra, C Eliasmith
In: Proceedings of SciPy, 2014
22014
Efficient navigation using a scalable, biologically inspired spatial representation
B Komer, C Eliasmith
Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, 2020
12020
Real-time real-world reinforcement learning systems and methods
AR Mahmood, BJ Komer, D Korenkevych
US Patent App. 16/560,761, 2020
2020
Setting up a Reinforcement Learning Task with a Real-World Robot
A Rupam Mahmood, D Korenkevych, BJ Komer, J Bergstra
arXiv, arXiv: 1803.07067, 2018
2018
Incorporating an adaptive learning rate in a neural model of action selection
S Thorgeirsson, B Komer, C Eliasmith
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Articles 1–15