Patrick Koch

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 12

Top Topics

Solving Multi Objective Optimization Problems

Learning Problems

Machine Learning

Temporal Difference

Top Venues

Publications

Patrick Koch, Brett Wujek, Jun Liu, Jun Huan, Tao Wang
The Sixth International Workshop on Automation in Machine Learning. KDD (2022)
Tao Wang, Patrick Koch, Brett Wujek, Jun Liu, Hai Li
The Fifth International Workshop on Automation in Machine Learning. KDD (2021)
Xuejun Liao, Patrick Koch, Shunping Huang, Yan Xu
Efficient Collaborative Filtering via Data Augmentation and Step-size Optimization. KDD (2021)
Stefano Gasperini, Patrick Koch, Vinzenz Dallabetta, Nassir Navab, Benjamin Busam, Federico Tombari
R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes. CoRR (2021)
Stefano Gasperini, Patrick Koch, Vinzenz Dallabetta, Nassir Navab, Benjamin Busam, Federico Tombari
R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes. 3DV (2021)
Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu
Constrained Multi-Objective Optimization for Automated Machine Learning. CoRR (2019)
Benedikt Feldotto, Blasius Walch, Patrick Koch, Sebastian Dendorfer, Alois C. Knoll
Co-Development of an Infant Prototype in Hardware and Simulation based on CT Imaging Data. CBS (2019)
Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu
Constrained Multi-Objective Optimization for Automated Machine Learning. DSAA (2019)
Patrick Koch
Now You're Thinking With Structures: A Concept for Structure-based Interactions with Spreadsheets. CoRR (2018)
Patrick Koch, Oleg Golovidov, Steven Gardner, Brett Wujek, Joshua Griffin, Yan Xu
Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning. KDD (2018)
Patrick Koch, Oleg Golovidov, Steven Gardner, Brett Wujek, Joshua Griffin, Yan Xu
Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning. CoRR (2018)
Samineh Bagheri, Markus Thill, Patrick Koch, Wolfgang Konen
Online Adaptable Learning Rates for the Game Connect-4. IEEE Trans. Comput. Intell. AI Games 8 (1) (2016)
Patrick Koch, Tobias Wagner, Michael T. M. Emmerich, Thomas Bäck, Wolfgang Konen
Efficient multi-criteria optimization on noisy machine learning problems. Appl. Soft Comput. 29 (2015)
Patrick Koch, Samineh Bagheri, Wolfgang Konen, Christophe Foussette, Peter Krause, Thomas Bäck
A New Repair Method For Constrained Optimization. GECCO (2015)
David Guy Brizan, Adam Goodkind, Patrick Koch, Kiran S. Balagani, Vir V. Phoha, Andrew Rosenberg
Utilizing linguistically enhanced keystroke dynamics to predict typist cognition and demographics. Int. J. Hum. Comput. Stud. 82 (2015)
Markus Thill, Samineh Bagheri, Patrick Koch, Wolfgang Konen
Temporal difference learning with eligibility traces for the game connect four. CIG (2014)
Wolfgang Konen, Patrick Koch
Adaptation in Nonlinear Learning Models for Nonstationary Tasks. PPSN (2014)
Abdul Serwadda, Zibo Wang, Patrick Koch, Sathya Govindarajan, Raviteja Pokala, Adam Goodkind, David Guy Brizan, Andrew Rosenberg, Vir V. Phoha, Kiran S. Balagani
Scan-Based Evaluation of Continuous Keystroke Authentication Systems. IT Prof. 15 (4) (2013)
Jörg Stork, Ricardo Ramos, Patrick Koch, Wolfgang Konen
SVM Ensembles Are Better When Different Kernel Types Are Combined. ECDA (2013)
Isidore Willy Kohoun Tsafack, Stefan Naumann, Klaus-Uwe Gollmer, Iris Ebner, Andrea Christian, Monika Eigenstetter, Verena Jähn, Sebastian Arns, Bodo Groß, Patrick Koch, Achim Guldner
Resource efficiency in Buildings through automation and user integration. EnviroInfo (2013)
Patrick Koch, Bernd Bischl, Oliver Flasch, Thomas Bartz-Beielstein, Claus Weihs, Wolfgang Konen
Tuning and evolution of support vector kernels. Evol. Intell. 5 (3) (2012)
Patrick Koch, Wolfgang Konen
Efficient Sampling and Handling of Variance in Tuning Data Mining Models. PPSN (1) (2012)
Markus Thill, Patrick Koch, Wolfgang Konen
Reinforcement Learning with N-tuples on the Game Connect-4. PPSN (1) (2012)
Thomas Bartz-Beielstein, Martina Friese, Martin Zaefferer, Boris Naujoks, Oliver Flasch, Wolfgang Konen, Patrick Koch
Noisy optimization with sequential parameter optimization and optimal computational budget allocation. GECCO (Companion) (2011)
Wolfgang Konen, Patrick Koch, Oliver Flasch, Thomas Bartz-Beielstein, Martina Friese, Boris Naujoks
Tuned data mining: a benchmark study on different tuners. GECCO (2011)
Patrick Koch, Wolfgang Konen, Kristine Hein
Gesture recognition on few training data using Slow Feature Analysis and parametric bootstrap. IJCNN (2010)
Oliver Flasch, Thomas Bartz-Beielstein, Artur Davtyan, Patrick Koch, Wolfgang Konen, Tosin Daniel Oyetoyan, Michael Tamutan
Comparing SPO-tuned GP and NARX prediction models for stormwater tank fill level prediction. IEEE Congress on Evolutionary Computation (2010)
Oliver Kramer, Patrick Koch
Rake Selection: A Novel Evolutionary Multi-Objective Optimization Algorithm. KI (2009)
Patrick Koch, Oliver Kramer, Günter Rudolph, Nicola Beume
On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization. GECCO (2009)
Santosh Tiwari, Georges M. Fadel, Patrick Koch, Kalyanmoy Deb
Performance assessment of the hybrid Archive-based Micro Genetic Algorithm (AMGA) on the CEC09 test problems. IEEE Congress on Evolutionary Computation (2009)
Santosh Tiwari, Patrick Koch, Georges M. Fadel, Kalyanmoy Deb
AMGA: an archive-based micro genetic algorithm for multi-objective optimization. GECCO (2008)
Oliver Kramer, Patrick Koch
Self-adaptive partially mapped crossover. GECCO (2007)