Manuel Blum
Manuel Blum
Verified email at informatik.uni-freiburg.de
TitleCited byYear
Efficient and robust automated machine learning
M Feurer, A Klein, K Eggensperger, J Springenberg, M Blum, F Hutter
Advances in neural information processing systems, 2962-2970, 2015
5372015
A learned feature descriptor for object recognition in rgb-d data
M Blum, JT Springenberg, J Wülfing, M Riedmiller
Robotics and Automation (ICRA), 2012 IEEE International Conference on, 1298-1303, 2012
2102012
Optimization of Gaussian Process Hyperparameters using Rprop
M Blum, M Riedmiller
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2013
372013
Electricity Demand Forecasting using Gaussian Processes
M Blum, M Riedmiller
The AAAI-13 Workshop on Trading Agent Design and Analysis (TADA-13), 2013
242013
Predicting Time Series with Space-Time Convolutional and Recurrent Neural Networks.
W Groß, S Lange, J Bödecker, M Blum
ESANN, 2017
152017
Methods for improving bayesian optimization for automl
M Feurer, A Klein, K Eggensperger, J Springenberg, M Blum, F Hutter
Proceedings of the International Conference on Machine Learning, 2015
142015
On the applicability of unsupervised feature learning for object recognition in rgb-d data
M Blum, JT Springenberg, J Wülfing, M Riedmiller
NIPS Workshop on Deep Learning and Unsupervised Feature Learning, 2011
82011
Auto-sklearn: Efficient and Robust Automated Machine Learning
M Feurer, A Klein, K Eggensperger, JT Springenberg, M Blum, F Hutter
Automated Machine Learning, 113-134, 2019
72019
Reinforcement learning for autonomous maneuvering in highway scenarios
B Mirchevska, M Blum, L Louis, J Boedecker, M Werling
Workshop for Driving Assistance Systems and Autonomous Driving, 32-41, 2017
72017
Early seizure detection with an energy-efficient convolutional neural network on an implantable microcontroller
M Hügle, S Heller, M Watter, M Blum, F Manzouri, M Dumpelmann, ...
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
42018
Dimensionality reduction
M Blum
Online]. Dosegljivo: http://ml. informatik. uni-freiburg. de/_media …, 2012
22012
Track N. Functional Electrical Stimulation and Neuroprostheses
S Heller, M Kroener, P Woias, C Donos, F Manzouri, D Lachner-Piza, ...
Biomedical Engineering/Biomedizinische Technik 61 (s1), 133-136, 2016
2016
P121: Investigation of low complexity seizure detection algorithm for closed loop devices in epilepsy treatment
M Duempelmann, S Ewing, M Blum, R Rostek, P Woias, M Riedmiller, ...
Clinical Neurophysiology, S80, 2014
2014
Unsupervised Neural Coding of Nightingale Songs Using Deep Autoencoders
T Landgraf, A Brachmann, M Blum, R Rojas
Computational Neuroscience & Neurotechnology Bernstein Conference & Neurex …, 2011
2011
Q-function Approximation in Batch Mode Reinforcement Learning
M Blum, M Riedmiller
International Workshop on Bio-Inspired Robots, 2011
2011
Supplementary Material for Efficient and Robust Automated Machine Learning
M Feurer, A Klein, K Eggensperger, JT Springenberg, M Blum, F Hutter
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