| 2022 | KDD | The Sixth International Workshop on Automation in Machine Learning. | Patrick Koch, Brett Wujek, Jun Liu, Jun Huan, Tao Wang |
| 2021 | KDD | Efficient Collaborative Filtering via Data Augmentation and Step-size Optimization. | Xuejun Liao, Patrick Koch, Shunping Huang, Yan Xu |
| 2021 | KDD | The Fifth International Workshop on Automation in Machine Learning. | Tao Wang, Patrick Koch, Brett Wujek, Jun Liu, Hai Li |
| 2019 | DSAA | Constrained Multi-Objective Optimization for Automated Machine Learning. | Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu |
| 2018 | KDD | Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning. | Patrick Koch, Oleg Golovidov, Steven Gardner, Brett Wujek, Joshua Griffin, Yan Xu |
| 2015 | GECCO | A New Repair Method For Constrained Optimization. | Patrick Koch, Samineh Bagheri, Wolfgang Konen, Christophe Foussette, Peter Krause, Thomas Bck |
| 2014 | PPSN | Adaptation in Nonlinear Learning Models for Nonstationary Tasks. | Wolfgang Konen, Patrick Koch |
| 2012 | PPSN | Efficient Sampling and Handling of Variance in Tuning Data Mining Models. | Patrick Koch, Wolfgang Konen |
| 2012 | PPSN | Reinforcement Learning with N-tuples on the Game Connect-4. | Markus Thill, Patrick Koch, Wolfgang Konen |
| 2011 | GECCO | Noisy optimization with sequential parameter optimization and optimal computational budget allocation. | Thomas Bartz-Beielstein, Martina Friese, Martin Zaefferer, Boris Naujoks, Oliver Flasch, Wolfgang Konen, Patrick Koch |
| 2011 | GECCO | Tuned data mining: a benchmark study on different tuners. | Wolfgang Konen, Patrick Koch, Oliver Flasch, Thomas Bartz-Beielstein, Martina Friese, Boris Naujoks |
| 2010 | CEC | Comparing SPO-tuned GP and NARX prediction models for stormwater tank fill level prediction. | Oliver Flasch, Thomas Bartz-Beielstein, Artur Davtyan, Patrick Koch, Wolfgang Konen, Tosin Daniel Oyetoyan, Michael Tamutan |
| 2010 | IJCNN | Gesture recognition on few training data using Slow Feature Analysis and parametric bootstrap. | Patrick Koch, Wolfgang Konen, Kristine Hein |
| 2009 | CEC | Performance assessment of the hybrid Archive-based Micro Genetic Algorithm (AMGA) on the CEC09 test problems. | Santosh Tiwari, Georges M. Fadel, Patrick Koch, Kalyanmoy Deb |
| 2009 | GECCO | On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization. | Patrick Koch, Oliver Kramer, Gnter Rudolph, Nicola Beume |
| 2009 | KI | Rake Selection: A Novel Evolutionary Multi-Objective Optimization Algorithm. | Oliver Kramer, Patrick Koch |
| 2008 | GECCO | AMGA: an archive-based micro genetic algorithm for multi-objective optimization. | Santosh Tiwari, Patrick Koch, Georges M. Fadel, Kalyanmoy Deb |
| 2007 | GECCO | Self-adaptive partially mapped crossover. | Oliver Kramer, Patrick Koch |