Robert Müller

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 64

Top Topics

Anomaly Detection

Temporal Coherence

Empirical Analysis

Top Venues

Publications

Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering. CoRR (2024)
Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien
ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. ICAART (1) (2024)
Michael Kölle, Afrae Ahouzi, Pascal Debus, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien
Towards Efficient Quantum Anomaly Detection: One-Class SVMs Using Variable Subsampling and Randomized Measurements. ICAART (2) (2024)
Emad Alamoudi, Yannik Schälte, Robert Müller, Jörn Starruß, Nils Bundgaard, Frederik Graw, Lutz Brusch, Jan Hasenauer
FitMultiCell: simulating and parameterizing computational models of multi-scale and multi-cellular processes. Bioinform. 39 (11) (2023)
Michael Kölle, Afrae Ahouzi, Pascal Debus, Robert Müller, Daniëlle Schuman, Claudia Linnhoff-Popien
Towards Efficient Quantum Anomaly Detection: One-Class SVMs using Variable Subsampling and Randomized Measurements. CoRR (2023)
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien
Weight Re-mapping for Variational Quantum Algorithms. ICAART (Revised Selected Paper) (2023)
Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Müller, Claudia Linnhoff-Popien
Applying QNLP to sentiment analysis in finance. CoRR (2023)
Robert Müller, Arthur Boutillon, Diego Jahn, Jörn Starruß, David Brooks, Lutz Brusch
Collective cell migration due to guidance-by-followers is robust to multiple stimuli. Frontiers Appl. Math. Stat. 9 (2023)
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien
Weight Re-Mapping for Variational Quantum Algorithms. CoRR (2023)
Maximilian Balthasar Mansky, Franziska Wörle, Jonas Korbinian Stein, Robert Müller, Claudia Linnhoff-Popien
Adapting the DisCoCat-Model for Question Answering in the Chinese Language. QCE (2023)
Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Müller, Claudia Linnhoff-Popien
Applying QNLP to Sentiment Analysis in Finance. QCE (2023)
Robert Müller, Aldo Pacchiano
Meta Learning MDPs with Linear Transition Models. CoRR (2022)
Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien
Quantifying Multimodality in World Models. ICAART (1) (2022)
Kyrill Schmid, Lenz Belzner, Robert Müller, Johannes Tochtermann, Claudia Linnhoff-Popien
Stochastic Market Games. CoRR (2022)
Robert Müller, Aldo Pacchiano
Meta Learning MDPs with linear transition models. AISTATS (2022)
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. CoRR (2022)
Sharan Vaswani, Olivier Bachem, Simone Totaro, Robert Müller, Shivam Garg, Matthieu Geist, Marlos C. Machado, Pablo Samuel Castro, Nicolas Le Roux
A general class of surrogate functions for stable and efficient reinforcement learning. AISTATS (2022)
Bilal Shaikh, Lucian P. Smith, Dan Vasilescu, Gnaneswara Marupilla, Michael Wilson, Eran Agmon, Henry Agnew, Steven S. Andrews, Azraf Anwar, Moritz E. Beber, Frank T. Bergmann, David Brooks, Lutz Brusch, Laurence Calzone, Kiri Choi, Joshua Cooper, John Detloff, Brian Drawert, Michel Dumontier, G. Bard Ermentrout, James R. Faeder, Andrew P. Freiburger, Fabian Fröhlich, Akira Funahashi, Alan Garny, John H. Gennari, Padraig Gleeson, Anne Goelzer, Zachary Haiman, Jan Hasenauer, Joseph L. Hellerstein, Henning Hermjakob, Stefan Hoops, Jon C. Ison, Diego Jahn, Henry V. Jakubowski, Ryann Jordan, Matús Kalas, Matthias König, Wolfram Liebermeister, Rahuman S. Malik-Sheriff, Synchon Mandal, Robert McDougal, J. Kyle Medley, Pedro Mendes, Robert Müller, Chris J. Myers, Aurélien Naldi, Tung V. N. Nguyen, David P. Nickerson, Brett G. Olivier, Drashti Patoliya, Loïc Paulevé, Linda R. Petzold, Ankita Priya, Anand K. Rampadarath, Johann M. Rohwer, Ali S. Saglam, Dilawar Singh, Ankur Sinha, Jacky L. Snoep, Hugh Sorby, Ryan K. Spangler, Jörn Starruß, Payton J. Thomas, David van Niekerk, Daniel Weindl, Fengkai Zhang, Anna Zhukova, Arthur P. Goldberg, James C. Schaff, Michael L. Blinov, Herbert M. Sauro, Ion I. Moraru, Jonathan R. Karr
BioSimulators: a central registry of simulation engines and services for recommending specific tools. Nucleic Acids Res. 50 (W1) (2022)
Bilal Shaikh, Lucian P. Smith, Dan Vasilescu, Gnaneswara Marupilla, Michael Wilson, Eran Agmon, Henry Agnew, Steven S. Andrews, Azraf Anwar, Moritz E. Beber, Frank T. Bergmann, David Brooks, Lutz Brusch, Laurence Calzone, Kiri Choi, Joshua Cooper, John Detloff, Brian Drawert, Michel Dumontier, G. Bard Ermentrout, James R. Faeder, Andrew P. Freiburger, Fabian Fröhlich, Akira Funahashi, Alan Garny, John H. Gennari, Padraig Gleeson, Anne Goelzer, Zachary Haiman, Joseph L. Hellerstein, Stefan Hoops, Jon C. Ison, Diego Jahn, Henry V. Jakubowski, Ryann Jordan, Matús Kalas, Matthias König, Wolfram Liebermeister, Synchon Mandal, Robert McDougal, J. Kyle Medley, Pedro Mendes, Robert Müller, Chris J. Myers, Aurélien Naldi, Tung V. N. Nguyen, David P. Nickerson, Brett G. Olivier, Drashti Patoliya, Loïc Paulevé, Linda R. Petzold, Ankita Priya, Anand K. Rampadarath, Johann M. Rohwer, Ali S. Saglam, Dilawar Singh, Ankur Sinha, Jacky Snoep, Hugh Sorby, Ryan K. Spangler, Jörn Starruß, Payton J. Thomas, David van Niekerk, Daniel Weindl, Fengkai Zhang, Anna Zhukova, Arthur P. Goldberg, Michael L. Blinov, Herbert M. Sauro, Ion I. Moraru, Jonathan R. Karr
BioSimulators: a central registry of simulation engines and services for recommending specific tools. CoRR (2022)
Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien
Towards Anomaly Detection in Reinforcement Learning. AAMAS (2022)
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
Visual Transformers for Primates Classification and Covid Detection. CoRR (2022)
Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. CoRR (2022)
Steffen Illium, Thore Schillman, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. ICAART (3) (2022)
Jonas Nüßlein, Steffen Illium, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
Case-Based Inverse Reinforcement Learning Using Temporal Coherence. ICCBR (2022)
Robert Müller, Steffen Illium, Fabian Ritz, Kyrill Schmid
Analysis of Feature Representations for Anomalous Sound Detection. ICAART (2) (2021)
Kyrill Schmid, Lenz Belzner, Robert Müller, Johannes Tochtermann, Claudia Linnhoff-Popien
Stochastic Market Games. IJCAI (2021)
Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien
Quantifying Multimodality in World Models. CoRR (2021)
Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. ICAART (2) (2021)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. ICAART (1) (2021)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
Specification Aware Multi-Agent Reinforcement Learning. ICAART (Revised Selected Papers) (2021)
Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
Deep Recurrent Interpolation Networks for Anomalous Sound Detection. IJCNN (2021)
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
Visual Transformers for Primates Classification and Covid Detection. Interspeech (2021)
Kyrill Schmid, Robert Müller, Lenz Belzner, Johannes Tochtermann, Claudia Linnhoff-Popien
Distributed Emergent Agreements with Deep Reinforcement Learning. IJCNN (2021)
Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien
Acoustic Leak Detection in Water Networks. ICAART (2) (2021)
Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
A Deep and Recurrent Architecture for Primate Vocalization Classification. Interspeech (2021)
Alessandro Benke, Robert Müller, Constantin Houy, Peter Fettke
Blockchain-basierte Betriebsprüfung am Beispiel der deutschen Finanzverwaltung. HMD Prax. Wirtsch. 58 (5) (2021)
Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. ICCS (6) (2020)
Robert Müller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. CoRR (2020)
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. CoRR (2020)
Matthias Althoff, Matthias Mayer, Robert Müller
Automatic Synthesis of Human Motion from Temporal Logic Specifications. IROS (2020)
Fabian Ritz, Felix Hohnstein, Robert Müller, Thomy Phan, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien
Towards Ecosystem Management from Greedy Reinforcement Learning in a Predator-Prey Setting. ALIFE (2020)
Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
Policy Entropy for Out-of-Distribution Classification. ICANN (2) (2020)
Robert Müller, Steffen Illium, Fabian Ritz, Kyrill Schmid
Analysis of Feature Representations for Anomalous Sound Detection. CoRR (2020)
Robert Müller, Steffen Illium, Fabian Ritz, Tobias Schröder, Christian Platschek, Jörg Ochs, Claudia Linnhoff-Popien
Acoustic Leak Detection in Water Networks. CoRR (2020)
Andreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien
Policy Entropy for Out-of-Distribution Classification. CoRR (2020)
Steffen Illium, Robert Müller, Andreas Sedlmeier, Claudia Linnhoff-Popien
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. INTERSPEECH (2020)
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. CoRR (2020)
Hequn Zhang, Yue Zhang, Gaojie Chen, Wei Li, Nawar Jawad, John Cosmas, Xun Zhang, Jintao Wang, Robert Müller
The Performance Measurement of the 60GHz mmWave Module for IoRL Network. BMSB (2020)
Sebastian Aland, Florian Stenger, Robert Müller, Andreas Deutsch, Axel Voigt
A Phase Field Approach to Trabecular Bone Remodeling. Frontiers Appl. Math. Stat. 6 (2020)
Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. IJCAI (2019)
Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien
Soccer Team Vectors. CoRR (2019)
Stefan Langer, Robert Müller, Kyrill Schmid, Claudia Linnhoff-Popien
Difficulty Classification of Mountainbike Downhill Trails Utilizing Deep Neural Networks. PKDD/ECML Workshops (2) (2019)
Robert Müller, Corinna Schmitt, Daniel Kaiser, Marcel Waldvogel
HomeCA: Scalable Secure IoT Network Integration. GI-Jahrestagung (2019)
Stefan Langer, Robert Müller, Kyrill Schmid, Claudia Linnhoff-Popien
Difficulty Classification of Mountainbike Downhill Trails utilizing Deep Neural Networks. CoRR (2019)
Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien
Soccer Team Vectors. PKDD/ECML Workshops (2) (2019)
Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. CoRR (2019)
Robert Müller, Cédric Chauve
HyAsP, a greedy tool for plasmids identification. Bioinform. 35 (21) (2019)
Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Müller, Steffen Illium
Deep Neural Baselines for Computational Paralinguistics. INTERSPEECH (2019)
Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. CoRR (2019)
Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Müller, Steffen Illium
Deep Neural Baselines for Computational Paralinguistics. CoRR (2019)
Robert Müller, Markus E. Nebel
GeFaST: An improved method for OTU assignment by generalising Swarm's fastidious clustering approach. BMC Bioinform. 19 (1) (2018)
Robert Müller, Marcel Waldvogel, Corinna Schmitt
MoDeNA: Enhancing User Security for Devices in Wireless Personal and Local Area Networks. AIMS (2017)
Simon Holmbacka, Robert Müller
epEBench: True Energy Benchmark. PDP (2017)
Stefanie Seltmann, Fritz Lekschas, Robert Müller, Harald Stachelscheid, Marie-Sophie Bittner, Weiping Zhang, Luam Kidane, Anna Seriola, Anna Veiga, Glyn Stacey, Andreas Kurtz
hPSCreg - the human pluripotent stem cell registry. Nucleic Acids Res. 44 (Database-Issue) (2016)
Robert Müller, Markus E. Nebel
Combinatorics of RNA Secondary Structures with Base Triples. J. Comput. Biol. 22 (7) (2015)
Robert Müller, Marian Kampschulte, Thaqif El Khassawna, Gudrun Schlewitz, Britta Hürter, Wolfgang Böcker, Manfred Bobeth, Alexander C. Langheinrich, Christian Heiss, Andreas Deutsch, Gianaurelio Cuniberti
Change of mechanical vertebrae properties due to progressive osteoporosis: combined biomechanical and finite-element analysis within a rat model. Medical Biol. Eng. Comput. 52 (4) (2014)
Sebastian Schlund, Robert Müller, Carsten Graßmann, Bernd Engels
Conformational analysis of arginine in gas phase - A strategy for scanning the potential energy surface effectively. J. Comput. Chem. 29 (3) (2008)
Robert Müller
The CliniCon framework for context representation in electronic patient records. AMIA (1997)
Thomas Kunstmann, Martin Frisch, Robert Müller
A Declarative Programming Environment Based on Constraints. VL (1995)