Patrick Koch

According to our database, Patrick Koch authored at least 29 papers between 2007 and 2022.

Collaborative distances:

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

2022

The Sixth International Workshop on Automation in Machine Learning.

Patrick Koch, Brett Wujek, Jun Liu, Jun Huan, Tao Wang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

The Fifth International Workshop on Automation in Machine Learning.

Tao Wang, Patrick Koch, Brett Wujek, Jun Liu, Hai Li

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Efficient Collaborative Filtering via Data Augmentation and Step-size Optimization.

Xuejun Liao, Patrick Koch, Shunping Huang, Yan Xu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes.

Stefano Gasperini, Patrick Koch, Vinzenz Dallabetta, Nassir Navab, Benjamin Busam, Federico Tombari

Proceedings of the International Conference on 3D Vision, 2021

2019

Constrained Multi-Objective Optimization for Automated Machine Learning.

Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

Co-Development of an Infant Prototype in Hardware and Simulation based on CT Imaging Data.

Benedikt Feldotto, Blasius Walch, Patrick Koch, Sebastian Dendorfer, Alois C. Knoll

Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019

2018

Now You're Thinking With Structures: A Concept for Structure-based Interactions with Spreadsheets.

Patrick Koch

CoRR, 2018

Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning.

Patrick Koch, Oleg Golovidov, Steven Gardner, Brett Wujek, Joshua Griffin, Yan Xu

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2016

Online Adaptable Learning Rates for the Game Connect-4.

Samineh Bagheri, Markus Thill, Patrick Koch, Wolfgang Konen

IEEE Trans. Comput. Intell. AI Games, 2016

2015

Utilizing linguistically enhanced keystroke dynamics to predict typist cognition and demographics.

David Guy Brizan, Adam Goodkind, Patrick Koch, Kiran S. Balagani, Vir V. Phoha, Andrew Rosenberg

Int. J. Hum. Comput. Stud., 2015

Efficient multi-criteria optimization on noisy machine learning problems.

Patrick Koch, Tobias Wagner, Michael T. M. Emmerich, Thomas Bäck, Wolfgang Konen

Appl. Soft Comput., 2015

A New Repair Method For Constrained Optimization.

Patrick Koch, Samineh Bagheri, Wolfgang Konen, Christophe Foussette, Peter Krause, Thomas Bäck

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Adaptation in Nonlinear Learning Models for Nonstationary Tasks.

Wolfgang Konen, Patrick Koch

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Temporal difference learning with eligibility traces for the game connect four.

Markus Thill, Samineh Bagheri, Patrick Koch, Wolfgang Konen

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

2013

Scan-Based Evaluation of Continuous Keystroke Authentication Systems.

Abdul Serwadda, Zibo Wang, Patrick Koch, Sathya Govindarajan, Raviteja Pokala, Adam Goodkind, David Guy Brizan, Andrew Rosenberg, Vir V. Phoha, Kiran S. Balagani

IT Prof., 2013

Resource efficiency in Buildings through automation and user integration.

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

Proceedings of the 27th International Conference on Environmental Informatics for Environmental Protection, 2013

SVM Ensembles Are Better When Different Kernel Types Are Combined.

Jörg Stork, Ricardo Ramos, Patrick Koch, Wolfgang Konen

Proceedings of the Data Science, 2013

2012

Tuning and evolution of support vector kernels.

Patrick Koch, Bernd Bischl, Oliver Flasch, Thomas Bartz-Beielstein, Claus Weihs, Wolfgang Konen

Evol. Intell., 2012

Reinforcement Learning with N-tuples on the Game Connect-4.

Markus Thill, Patrick Koch, Wolfgang Konen

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Efficient Sampling and Handling of Variance in Tuning Data Mining Models.

Patrick Koch, Wolfgang Konen

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

2011

Tuned data mining: a benchmark study on different tuners.

Wolfgang Konen, Patrick Koch, Oliver Flasch, Thomas Bartz-Beielstein, Martina Friese, Boris Naujoks

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

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

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Gesture recognition on few training data using Slow Feature Analysis and parametric bootstrap.

Patrick Koch, Wolfgang Konen, Kristine Hein

Proceedings of the International Joint Conference on Neural Networks, 2010

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

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Rake Selection: A Novel Evolutionary Multi-Objective Optimization Algorithm.

Oliver Kramer, Patrick Koch

Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization.

Patrick Koch, Oliver Kramer, Günter Rudolph, Nicola Beume

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

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

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

AMGA: an archive-based micro genetic algorithm for multi-objective optimization.

Santosh Tiwari, Patrick Koch, Georges M. Fadel, Kalyanmoy Deb

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007

Self-adaptive partially mapped crossover.

Oliver Kramer, Patrick Koch

Proceedings of the Genetic and Evolutionary Computation Conference, 2007