Christian Wirth

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 21

Top Topics

Monte Carlo Tree Search

Parameter Optimization

Reinforcement Learning Methods

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Tanmay Chakraborty, Christin Seifert, Christian Wirth
Explainable Bayesian Optimization. CoRR (2024)
Moussa Kassem Sbeyti, Michelle Karg, Christian Wirth, Azarm Nowzad, Sahin Albayrak
Overcoming the Limitations of Localization Uncertainty: Efficient and Exact Non-linear Post-processing and Calibration. ECML/PKDD (5) (2023)
Moussa Kassem Sbeyti, Michelle Karg, Christian Wirth, Azarm Nowzad, Sahin Albayrak
Overcoming the Limitations of Localization Uncertainty: Efficient & Exact Non-Linear Post-Processing and Calibration. CoRR (2023)
Christian Schlauch, Christian Wirth, Nadja Klein
Informed Priors for Knowledge Integration in Trajectory Prediction. ECML/PKDD (5) (2023)
Tanmay Chakraborty, Christian Wirth, Christin Seifert
Post-hoc Rule Based Explanations for Black Box Bayesian Optimization. ECAI Workshops (1) (2023)
Christian Schlauch, Nadja Klein, Christian Wirth
Informed Priors for Knowledge Integration in Trajectory Prediction. CoRR (2022)
Gesina Schwalbe, Christian Wirth, Ute Schmid
Concept Embeddings for Fuzzy Logic Verification of Deep Neural Networks in Perception Tasks. CoRR (2022)
Claudia Guimarães-Steinicke, Alexandra Weigelt, Anne Ebeling, Nico Eisenhauer, Christian Wirth
Diversity Effects on Canopy Structure Change throughout a Growing Season in Experimental Grassland Communities. Remote. Sens. 14 (7) (2022)
Farha A. Khan, Jörg P. Dietrich, Christian Wirth
Efficient Utility Function Learning for Multi-Objective Parameter Optimization with Prior Knowledge. CoRR (2022)
Julian Wörmann, Daniel Bogdoll, Etienne Bührle, Han Chen, Evaristus Fuh Chuo, Kostadin Cvejoski, Ludger van Elst, Tobias Gleißner, Philip Gottschall, Stefan Griesche, Christian Hellert, Christian Hesels, Sebastian Houben, Tim Joseph, Niklas Keil, Johann Kelsch, Hendrik Königshof, Erwin Kraft, Leonie Kreuser, Kevin Krone, Tobias Latka, Denny Mattern, Stefan Matthes, Mohsin Munir, Moritz Nekolla, Adrian Paschke, Maximilian Alexander Pintz, Tianming Qiu, Faraz Qureishi, Syed Tahseen Raza Rizvi, Jörg Reichardt, Laura von Rüden, Stefan Rudolph, Alexander Sagel, Gerhard Schunk, Hao Shen, Hendrik Stapelbroek, Vera Stehr, Gurucharan Srinivas, Anh Tuan Tran, Abhishek Vivekanandan, Ya Wang, Florian Wasserrab, Tino Werner, Christian Wirth, Stefan Zwicklbauer
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey. CoRR (2022)
Lars Langer, Manuel Burghardt, Roland Borgards, Esther Köhring, Christian Wirth
Digital Environmental Humanities - Zum Potential von "Computational and Literary Biodiversity Studies" (CoLiBiS). DHd (2022)
Ronny Richter, Christopher Hutengs, Christian Wirth, Lutz Bannehr, Michael Vohland
Detecting Tree Species Effects on Forest Canopy Temperatures with Thermal Remote Sensing: The Role of Spatial Resolution. Remote. Sens. 13 (1) (2021)
Xuanlong Ma, Mirco Migliavacca, Christian Wirth, Friedrich J. Bohn, Andreas Huth, Ronny Richter, Miguel D. Mahecha
Monitoring Plant Functional Diversity Using the Reflectance and Echo from Space. Remote. Sens. 12 (8) (2020)
Tobias Joppen, Christian Wirth, Johannes Fürnkranz
Preference-Based Monte Carlo Tree Search. CoRR (2018)
Tobias Joppen, Miriam Ulrike Moneke, Nils Schröder, Christian Wirth, Johannes Fürnkranz
Informed Hybrid Game Tree Search for General Video Game Playing. IEEE Trans. Games 10 (1) (2018)
Tobias Joppen, Christian Wirth, Johannes Fürnkranz
Preference-Based Monte Carlo Tree Search. KI (2018)
Christian Wirth, Riad Akrour, Gerhard Neumann, Johannes Fürnkranz
A Survey of Preference-Based Reinforcement Learning Methods. J. Mach. Learn. Res. 18 (2017)
Lena Hottner, Elke Bachlmair, Mario Zeppetzauer, Christian Wirth, Alois Ferscha
Design of a smart helmet. IOT (2017)
Ronny Richter, Björn Reu, Christian Wirth, Daniel Doktor, Michael Vohland
The use of airborne hyperspectral data for tree species classification in a species-rich Central European forest area. Int. J. Appl. Earth Obs. Geoinformation 52 (2016)
Werner Haselmayr, Christian Wirth, Andreas Buchberger, Andreas Springer
Performance Comparison of Information Encoding in Droplet-Based Microfluidic Systems. NANOCOM (2016)
Christian Wirth, Johannes Fürnkranz, Gerhard Neumann
Model-Free Preference-Based Reinforcement Learning. AAAI (2016)
Talie Musavi, Miguel D. Mahecha, Mirco Migliavacca, Markus Reichstein, Martine Janet van de Weg, Peter M. van Bodegom, Michael Bahn, Christian Wirth, Peter B. Reich, Franziska Schrodt, Jens Kattge
The imprint of plants on ecosystem functioning: A data-driven approach. Int. J. Appl. Earth Obs. Geoinformation 43 (2015)
Christian Wirth, Johannes Fürnkranz
On Learning From Game Annotations. IEEE Trans. Comput. Intell. AI Games 7 (3) (2015)
Claas-Thido Pfaff, Karin Nadrowski, Sophia Ratcliffe, Christian Wirth, Helge Bruelheide
Readable workflows need simple data. F1000Research 3 (2014)
Christian Humer, Christian Wimmer, Christian Wirth, Andreas Wöß, Thomas Würthinger
A domain-specific language for building self-optimizing AST interpreters. GPCE (2014)
Christian Wirth, Johannes Fürnkranz
Preference Learning from Annotated Game Databases. LWA (2014)
Andreas Wöß, Christian Wirth, Daniele Bonetta, Chris Seaton, Christian Humer, Hanspeter Mössenböck
An object storage model for the truffle language implementation framework. PPPJ (2014)
Herbert Prähofer, Christian Wirth, Richard Berger
Reverse engineering and visualization of the reactive behavior of PLC applications. INDIN (2013)
Christian Wirth, Johannes Fürnkranz
A Policy Iteration Algorithm for Learning from Preference-Based Feedback. IDA (2013)
Christian Wirth, Johannes Fürnkranz
EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning. ACML (2013)
Herbert Prähofer, Roland Schatz, Christian Wirth, Dominik Hurnaus, Hanspeter Mössenböck
Monaco - A domain-specific language solution for reactive process control programming with hierarchical components. Comput. Lang. Syst. Struct. 39 (3) (2013)
Martin Jung, Susanne Tautenhahn, Christian Wirth, Jens Kattge
Estimating Basal Area of Spruce and Fir in Post-Fire Residual Stands in Central Siberia Using Quickbird, Feature Selection, and Random Forests. ICCS (2013)
Karin Nadrowski, Daniel Seifarth, Sophia Ratcliffe, Christian Wirth, Lutz Maicher
Identifiers in e-Science platforms for the ecological sciences. GeNeMe (2012)
Iryna Gurevych, Judith Eckle-Kohler, Silvana Hartmann, Michael Matuschek, Christian M. Meyer, Christian Wirth
UBY - A Large-Scale Unified Lexical-Semantic Resource Based on LMF. EACL (2012)
Richard Berger, Herbert Prähofer, Christian Wirth, Roland Schatz
A tool for trace visualization and offline debugging of PLC applications. ETFA (2012)
Christian Wirth, Herbert Prähofer, Roland Schatz
A multi-level approach for visualization and exploration of reactive program behavior. VISSOFT (2011)
Herbert Prähofer, Roland Schatz, Christian Wirth, Hanspeter Mössenböck
A Comprehensive Solution for Deterministic Replay Debugging of SoftPLC Applications. IEEE Trans. Ind. Informatics 7 (4) (2011)
Herbert Prähofer, Roland Schatz, Christian Wirth
Detection of high-level execution patterns in reactive behavior of control programs. WODA (2010)
Herbert Prähofer, Dominik Hurnaus, Roland Schatz, Christian Wirth, Hanspeter Mössenböck
Monaco: A DSL Approach for Programming Automation Systems. Software Engineering (2008)
Herbert Prähofer, Dominik Hurnaus, Roland Schatz, Christian Wirth, Hanspeter Mössenböck
Software support for building end-user programming environments in the automation domain. WEUSE@ICSE (2008)
Herbert Prähofer, Dominik Hurnaus, Christian Wirth, Hanspeter Mössenböck
The Domain-Specific Language Monaco and its Visual Interactive Programming Environment. VL/HCC (2007)