Efficient and robust automated machine learning M Feurer, A Klein, K Eggensperger, J Springenberg, M Blum, F Hutter Advances in neural information processing systems 28, 2015 | 2965 | 2015 |
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 | 266 | 2012 |
Optimization of Gaussian Process Hyperparameters using Rprop M Blum, M Riedmiller European Symposium on Artificial Neural Networks, Computational Intelligence …, 2013 | 104 | 2013 |
Electricity Demand Forecasting using Gaussian Processes M Blum, M Riedmiller The AAAI-13 Workshop on Trading Agent Design and Analysis (TADA-13), 2013 | 58 | 2013 |
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 | 53 | 2018 |
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 | 30 | 2017 |
Predicting Time Series with Space-Time Convolutional and Recurrent Neural Networks. W Groß, S Lange, J Bödecker, M Blum ESANN, 2017 | 30 | 2017 |
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 | 28 | 2015 |
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 | 9 | 2011 |
Dimensionality reduction L Sun, S Ji, J Ye | 2 | 2006 |
Auto-sklearn: efficientand robust automated machine learning M Feurer, A Klein, K Eggensperger, JT Springenberg, M Blum, F Hutter AutomatedMachine Learning, 113-134, 0 | 2 | |
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 |