Manuel Blum

According to our database, Manuel Blum authored at least 9 papers between 2012 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Auto-sklearn: Efficient and Robust Automated Machine Learning.

Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Tobias Springenberg, Manuel Blum, Frank Hutter

Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

2018

Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller.

Maria Hügle, Simon Heller, Manuel Watter, Manuel Blum, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Peter Woias, Joschka Boedecker

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Predicting Time Series with Space-Time Convolutional and Recurrent Neural Networks.

Wolfgang Groß, Sascha Lange, Joschka Bödecker, Manuel Blum

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

ClaimEval: Integrated and Flexible Framework for Claim Evaluation Using Credibility of Sources.

Mehdi Samadi, Partha Pratim Talukdar, Manuela M. Veloso, Manuel Blum

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Efficient and Robust Automated Machine Learning.

Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Tobias Springenberg, Manuel Blum, Frank Hutter

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2013

Optimization of Gaussian process hyperparameters using Rprop.

Manuel Blum, Martin A. Riedmiller

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

OpenEval: Web Information Query Evaluation.

Mehdi Samadi, Manuela M. Veloso, Manuel Blum

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Electricity Demand Forecasting using Gaussian Processes.

Manuel Blum, Martin A. Riedmiller

Proceedings of the Trading Agent Design and Analysis, 2013

2012

A learned feature descriptor for object recognition in RGB-D data.

Manuel Blum, Jost Tobias Springenberg, Jan Wülfing, Martin A. Riedmiller

Proceedings of the IEEE International Conference on Robotics and Automation, 2012