Literature Overview

• Algorithm Selection (maintained by Lars Kotthoff)
• Algorithm Configuration (maintained by ML4AAD)

Tutorials

• Algorithm Selection and Configuration AAAI 2013 tutorial by Frank Hutter, Lars Kotthoff, Yuri Malitsky, Barry O’Sullivan, and Lin Xu part1and part2

PbO

• Programming by Optimization

Automatic Machine Learning

• AutoWeka
• Hyperparameter Optimization Library (HPOlib)

Algorithm Schedules (Systems)

• aspeed (algorithm schedules)

General Machine Learning (Systems)

• mlr – Machine Learning R (Bernd Bischl)
• scikit-learn (ML for Python)
• OpenML (database and web front-end for machine learning experiments)

Competitions

• Configurable SAT Solver Challenge 2014
• Configurable SAT Solver Challenge 2013