@article{feurerefficient,
  title={Efficient and Robust Automated Machine Learning},
  author={Feurer, Matthias and Klein, Aaron and Eggensperger, Katharina and Springenberg, Jost Tobias and Blum, Manuel and Hutter, Frank},
  booktitle={Advances in Neural Information Processing Systems},
  year={2015},
  file={http://aad.informatik.uni-freiburg.de/papers/15-NIPS-auto-sklearn-preprint.pdf}
}

@article{duempelmann2014p121,
  title={Investigation of low complexity seizure detection algorithm for closed loop devices in epilepsy treatment},
  author={Duempelmann, M and Ewing, S and Blum, M and Rostek, R and Woias, P and Riedmiller, M and Schulze-Bonhage, A},
  journal={Clinical Neurophysiology},
  number={125},
  pages={S80},
  year={2014}
}

@inproceedings{blum2013a,
  author = {Manuel Blum and Martin Riedmiller},
  booktitle = {The AAAI-13 Workshop on Trading Agent Design and Analysis (TADA-13)},
  title = {Electricity Demand Forecasting using Gaussian Processes},
  year = {2013},
  file = {http://ml.informatik.uni-freiburg.de/_media/publications/blum2013a.pdf}
}

@inproceedings{blumesann2013,
  author = {Manuel Blum and Martin Riedmiller},
  booktitle = {European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},
  title = {{Optimization of Gaussian Process Hyperparameters using Rprop}},
  year = {2013},
  file = {http://ml.informatik.uni-freiburg.de/_media/publications/blumesann2013.pdf}
}

@INPROCEEDINGS{blumicra2012,
  AUTHOR = {Manuel Blum and Jost Tobias Springenberg and Jan Wülfing and Martin Riedmiller},
  ADDRESS = {St. Paul, Minnesota, USA},
  BOOKTITLE = {IEEE International Conference on Robotics and Automation (ICRA)},
  TITLE = {A Learned Feature Descriptor for Object Recognition in RGB-D Data},
  YEAR = {2012},
  FILE = {http://ml.informatik.uni-freiburg.de/_media/publications/blumicra2012.pdf}
}

@INPROCEEDINGS{blumnips2011,
  AUTHOR = {Manuel Blum and Jost Tobias Springenberg and Jan Wülfing and Martin Riedmiller},
  ADDRESS = {Granada, Spain},
  BOOKTITLE = {NIPS Workshop on Deep Learning and Unsupervised Feature Learning},
  TITLE = {On the Applicability of Unsupervised Feature Learning for Object Recognition in RGB-D Data},
  YEAR = {2011},
  FILE = {http://ml.informatik.uni-freiburg.de/_media/publications/blumnips2011.pdf}
}

@inproceedings{blum2011q,
  title={Q-function Approximation in Batch Mode Reinforcement Learning},
  author={Blum, Manuel and Riedmiller, Martin},
  booktitle={International Workshop on Bio-Inspired Robots},
  year={2011}
}

@inproceedings{landgraf2011unsupervised,
  title={Unsupervised Neural Coding of Nightingale Songs Using Deep Autoencoders},
  author={Landgraf, Tim and Brachmann, Anselm and Blum, Manuel and Rojas, Ra{ú}l},
  booktitle={Computational Neuroscience & Neurotechnology Bernstein Conference & Neurex Annual Meeting},
  year={2011}
}