Our slide packages are licensed under Creative Commons Attribution 3.0 Unported License.
Workshops
COSEAL Workshop in Paris
AutomL Workshop at ICML 2018
Meta-Learning Workshop at NIPS 2017
AutomL Workshop at ICML 2017
AutoML Workshop at ECMLPKDD 2017
AutoML Workshop at ICML 2016
AutoML Workshop at ICML 2015
AutoML Workshop at ICML 2014
Tutorials and Invited Talks
AutoML tutorial at NIPS 2018
by Joaquin Vanschoren and Frank Hutter
- Link soon
AutoML tutorial at ODSC 2018 in London
by Marius Lindauer
AutoML tutorial at ECML 2017
by Joaquin Vanschoren, Pavel Brazdil, Holger Hoos and Frank Hutter
Towards true end-to-end learning & optimization, Invited Talk at ECML-PKDD’17
by Frank Hutter
Automatic SAT Solver configuration with SMAC, Tutorial at SAT Industrial Day 2016
by Marius Lindauer
Algorithm Configuration: How to boost the performance of your SAT solver? Tutorial at SAT Summer School 2016
by Marius Lindauer
Machine Learning and Optimization for Algorithm Design, Winter Term’15
by Marius Lindauer, Mustafa Misir and Frank Hutter
- Course Page
- Slides available upon request
Algorithm Configuration — A Hands on Tutorial, Tutorial at AAAI’16
by Frank Hutter and Marius Lindauer
In this hands-on tutorial, we will demonstrate how to effectively use algorithm con guration in practice. Attendees do not require any specialized knowledge and will walk away with hands-on experience in con figuring various algorithms that will allow them to apply algorithm con guration in their respective fields of research.
Programming by Optimization: A Practical Paradigm for Computer-Aided Algorithm Design, Tutorial at AAAI’14
by Holger Hoos, Frank Hutter and Kevin Leyton-Brown
Programming by Optimization: A Practical Paradigm for Computer-Aided Algorithm Design, Tutorital at IJCA’13
by Holger Hoos, Frank Hutter and Kevin Leyton-Brown
Algorithm Selection and Configuration, Tutorial at AAAI’13
by Frank Hutter, Lars Kotthoff, Yuri Malitsky, Barry O’Sullivan, and Lin Xu