Patrick Koch

32 papers A* 4A 6B 4Misc 1Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2022 A* conf
The Sixth International Workshop on Automation in Machine Learning.
KDD
Patrick Koch, Brett Wujek, Jun Liu, Jun Huan, Tao Wang
2021 A* conf
Efficient Collaborative Filtering via Data Augmentation and Step-size Optimization.
KDD
Xuejun Liao, Patrick Koch, Shunping Huang, Yan Xu
2021 — conf
R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes.
3DV
Stefano Gasperini, Patrick Koch, Vinzenz Dallabetta, Nassir Navab, Benjamin Busam, Federico Tombari
2021 J jnl
R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes.
CoRR
Stefano Gasperini, Patrick Koch, Vinzenz Dallabetta, Nassir Navab, Benjamin Busam, Federico Tombari
2021 A* conf
The Fifth International Workshop on Automation in Machine Learning.
KDD
Tao Wang, Patrick Koch, Brett Wujek, Jun Liu, Hai Li
2019 — conf
Co-Development of an Infant Prototype in Hardware and Simulation based on CT Imaging Data.
CBS
Benedikt Feldotto, Blasius Walch, Patrick Koch, Sebastian Dendorfer, Alois C. Knoll
2019 B conf
Constrained Multi-Objective Optimization for Automated Machine Learning.
DSAA
Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu
2019 J jnl
Constrained Multi-Objective Optimization for Automated Machine Learning.
CoRR
Steven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu
2018 A* conf
Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning.
KDD
Patrick Koch, Oleg Golovidov, Steven Gardner, Brett Wujek, Joshua Griffin, Yan Xu
2018 J jnl
Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning.
CoRR
Patrick Koch, Oleg Golovidov, Steven Gardner, Brett Wujek, Joshua Griffin, Yan Xu
2018 J jnl
Now You're Thinking With Structures: A Concept for Structure-based Interactions with Spreadsheets.
CoRR
Patrick Koch
2016 J jnl
Online Adaptable Learning Rates for the Game Connect-4.
IEEE Trans. Comput. Intell. AI Games
Samineh Bagheri, Markus Thill, Patrick Koch, Wolfgang Konen
2015 A conf
A New Repair Method For Constrained Optimization.
GECCO
Patrick Koch, Samineh Bagheri, Wolfgang Konen, Christophe Foussette, Peter Krause, Thomas Bäck
2015 J jnl
Efficient multi-criteria optimization on noisy machine learning problems.
Appl. Soft Comput.
Patrick Koch, Tobias Wagner, Michael T. M. Emmerich, Thomas Bäck, Wolfgang Konen
2015 J jnl
Utilizing linguistically enhanced keystroke dynamics to predict typist cognition and demographics.
Int. J. Hum. Comput. Stud.
David Guy Brizan, Adam Goodkind, Patrick Koch, Kiran S. Balagani, Vir V. Phoha, Andrew Rosenberg
2014 A conf
Adaptation in Nonlinear Learning Models for Nonstationary Tasks.
PPSN
Wolfgang Konen, Patrick Koch
2014 — conf
Temporal difference learning with eligibility traces for the game connect four.
CIG
Markus Thill, Samineh Bagheri, Patrick Koch, Wolfgang Konen
2013 — conf
Resource efficiency in Buildings through automation and user integration.
EnviroInfo
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
2013 — conf
SVM Ensembles Are Better When Different Kernel Types Are Combined.
ECDA
Jörg Stork, Ricardo Ramos, Patrick Koch, Wolfgang Konen
2013 J jnl
Scan-Based Evaluation of Continuous Keystroke Authentication Systems.
IT Prof.
Abdul Serwadda, Zibo Wang, Patrick Koch, Sathya Govindarajan, Raviteja Pokala, Adam Goodkind, David Guy Brizan, Andrew Rosenberg, Vir V. Phoha, Kiran S. Balagani
2012 — conf
Efficient Sampling and Handling of Variance in Tuning Data Mining Models.
PPSN (1)
Patrick Koch, Wolfgang Konen
2012 — conf
Reinforcement Learning with N-tuples on the Game Connect-4.
PPSN (1)
Markus Thill, Patrick Koch, Wolfgang Konen
2012 J jnl
Tuning and evolution of support vector kernels.
Evol. Intell.
Patrick Koch, Bernd Bischl, Oliver Flasch, Thomas Bartz-Beielstein, Claus Weihs, Wolfgang Konen
2011 — conf
Noisy optimization with sequential parameter optimization and optimal computational budget allocation.
GECCO (Companion)
Thomas Bartz-Beielstein, Martina Friese, Martin Zaefferer, Boris Naujoks, Oliver Flasch, Wolfgang Konen, Patrick Koch
2011 A conf
Tuned data mining: a benchmark study on different tuners.
GECCO
Wolfgang Konen, Patrick Koch, Oliver Flasch, Thomas Bartz-Beielstein, Martina Friese, Boris Naujoks
2010 B conf
Comparing SPO-tuned GP and NARX prediction models for stormwater tank fill level prediction.
IEEE Congress on Evolutionary Computation
Oliver Flasch, Thomas Bartz-Beielstein, Artur Davtyan, Patrick Koch, Wolfgang Konen, Tosin Daniel Oyetoyan, Michael Tamutan
2010 B conf
Gesture recognition on few training data using Slow Feature Analysis and parametric bootstrap.
IJCNN
Patrick Koch, Wolfgang Konen, Kristine Hein
2009 A conf
On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization.
GECCO
Patrick Koch, Oliver Kramer, Günter Rudolph, Nicola Beume
2009 B conf
Performance assessment of the hybrid Archive-based Micro Genetic Algorithm (AMGA) on the CEC09 test problems.
IEEE Congress on Evolutionary Computation
Santosh Tiwari, Georges M. Fadel, Patrick Koch, Kalyanmoy Deb
2009 Misc conf
Rake Selection: A Novel Evolutionary Multi-Objective Optimization Algorithm.
KI
Oliver Kramer, Patrick Koch
2008 A conf
AMGA: an archive-based micro genetic algorithm for multi-objective optimization.
GECCO
Santosh Tiwari, Patrick Koch, Georges M. Fadel, Kalyanmoy Deb
2007 A conf
Self-adaptive partially mapped crossover.
GECCO
Oliver Kramer, Patrick Koch