Claudia Linnhoff-Popien
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
119
Venues
28
Active years
1997–2026
Best venue rank
A*
Where they publish
- BICAART44 papers
- NationalQCE18 papers
- AGECCO11 papers
- MulticonferenceICCS5 papers
- A*IJCAI4 papers
- CIPIN4 papers
- AInterspeech3 papers
- CDAIS3 papers
- AICSA2 papers
- CISoLA2 papers
- A*AAAI2 papers
- BIJCNN2 papers
- A*ICSE2 papers
- BVTC2 papers
- CMobiquitous2 papers
- A*ICAPS1 paper
- CIJCCI1 paper
- A*ICML1 paper
- CICCBR1 paper
- CICANN1 paper
- BGLOBECOM1 paper
- CIDEAL1 paper
- NationalICIN1 paper
- CCRiSIS1 paper
- BCOMPSAC1 paper
- CMOMM1 paper
- A*PERCOM1 paper
- BEDOC1 paper
Papers
119 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICAART | Investigating the Lottery Ticket Hypothesis for Variational Quantum Circuits. | Michael Klle, Leonhard Klingert, Julian Schnberger, Philipp Altmann, Tobias Rohe, Claudia Linnhoff-Popien |
| 2026 | ICAART | Quantum Architecture Search for Solving Quantum Machine Learning Tasks. | Michael Klle, Simon Salfer, Tobias Rohe, Philipp Altmann, Claudia Linnhoff-Popien |
| 2026 | ICAART | Topology-Guided Quantum GANs for Constrained Graph Generation. | Tobias Rohe, Markus Baumann, Michael Poppel, Gerhard Stenzel, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2026 | ICAART | Quantum King-Ring Domination in Chess: A QAOA Approach. | Gerhard Stenzel, Michael Klle, Tobias Rohe, Julian Hager, Leo Snkel, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2026 | ICAART | Reinforcement Learning for Parameterized Quantum State Preparation: A Comparative Study. | Gerhard Stenzel, Michael Klle, Tobias Rohe, Leo Snkel, Julian Hager, Claudia Linnhoff-Popien |
| 2026 | ICAART | Illustration of Barren Plateaus in Quantum Computing. | Gerhard Stenzel, Tobias Rohe, Michael Klle, Leo Snkel, Jonas Stein, Claudia Linnhoff-Popien |
| 2025 | GECCO | Evaluating Mutation Techniques in Genetic-Algorithm-Based Quantum Circuit Synthesis. | Michael Klle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Snkel, Thomas Gabor, Claudia Linnhoff-Popien |
| 2025 | GECCO | Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms. | Leo Snkel, Philipp Altmann, Michael Klle, Gerhard Stenzel, Thomas Gabor, Claudia Linnhoff-Popien |
| 2025 | ICAART | PIMAEX: Multi-Agent Exploration Through Peer Incentivization. | Michael Klle, Johannes Tochtermann, Julian Schnberger, Gerhard Stenzel, Philipp Altmann, Claudia Linnhoff-Popien |
| 2025 | ICAART | MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange. | Philipp Altmann, Katharina Winter, Michael Klle, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2025 | ICAART | Grid Cost Allocation in Peer-to-Peer Electricity Markets: Benchmarking Classical and Quantum Optimization Approaches. | David Bucher, Daniel Porawski, Benedikt Wimmer, Jonas Nlein, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien |
| 2025 | ICAART | Reducing QUBO Density by Factoring out Semi-Symmetries. | Jonas Nlein, Leo Snkel, Jonas Stein, Tobias Rohe, Danille Schuman, Sebastian Feld, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien |
| 2025 | ICAART | Swarm Behavior Cloning. | Jonas Nlein, Maximilian Zorn, Philipp Altmann, Claudia Linnhoff-Popien |
| 2025 | ICAART | Optimizing Sensor Redundancy in Sequential Decision-Making Problems. | Jonas Nlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schnberger, Thomas Gabor, Claudia Linnhoff-Popien |
| 2025 | ICAART | Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning. | Tobias Rohe, Michael Klle, Jan Matheis, Rdiger Hpfl, Leo Snkel, Claudia Linnhoff-Popien |
| 2025 | ICAART | Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data. | Tobias Rohe, Barbara Bhm, Michael Klle, Jonas Stein, Robert Mller, Claudia Linnhoff-Popien |
| 2025 | ICAART | Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs. | Tobias Rohe, Florian Burger, Michael Klle, Sebastian Wlckert, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2025 | ICAPS | Quality Diversity for Variational Quantum Circuit Optimization. | Maximilian Zorn, Jonas Stein, Maximilian Balthasar Mansky, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien |
| 2025 | ICCS | Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits. | Michael Klle, Alexander Feist, Jonas Stein, Sebastian Wlckert, Claudia Linnhoff-Popien |
| 2025 | QCE | Efficient QAOA Architecture for Solving Multi-Constrained Optimization Problems. | David Bucher, Daniel Porawski, Maximilian Janetschek, Jonas Stein, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien |
| 2025 | QCE | Clique Detection Using Symmetry-Restricted Quantum Circuits. | Maximilian Balthasar Mansky, Tobias Rohe, Jonas Stein, Dmytro Bondarenko, Linus Menzel, Claudia Linnhoff-Popien |
| 2025 | QCE | Solving Graph Problems Using Permutation-Invariant Quantum Machine Learning. | Maximilian Balthasar Mansky, Tobias Rohe, Gerhard Stenzel, Leo Snkel, Alejandro Bravo de la Serna, Santiago Londoo Castillo, Gautham Sathish, Dimitra Nikolaidou, Dmytro Bondarenko, Linus Menzel, Claudia Linnhoff-Popien |
| 2025 | QCE | Quantum Boltzmann Machines Using Parallel Annealing for Medical Image Classification. | Danille Schuman, Mark V. Seebode, Tobias Rohe, Maximilian Balthasar Mansky, Michael Schroedl-Baumann, Jonas Stein, Claudia Linnhoff-Popien, Florian Krellner |
| 2025 | QCE | Time-Aware Qubit Assignment and Circuit Optimization for Distributed Quantum Computing. | Leo Snkel, Jonas Stein, Maximilian Zorn, Thomas Gabor, Claudia Linnhoff-Popien |
| 2024 | GECCO | Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. | Sebastian Zielinski, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien |
| 2024 | ICAART | Towards Efficient Quantum Anomaly Detection: One-Class SVMs Using Variable Subsampling and Randomized Measurements. | Michael Klle, Afrae Ahouzi, Pascal Debus, Robert Mller, Danille Schuman, Claudia Linnhoff-Popien |
| 2024 | ICAART | Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. | Michael Klle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien |
| 2024 | ICAART | Quantum Advantage Actor-Critic for Reinforcement Learning. | Michael Klle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures. | Michael Klle, Jonas Maurer, Philipp Altmann, Leo Snkel, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Benchmarking Quantum Surrogate Models on Scarce and Noisy Data. | Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Klle, Jonas Nlein, Danille Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien |
| 2024 | ICAART | Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern. | Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Klle, Claudia Linnhoff-Popien |
| 2024 | ICAART | Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. | Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien |
| 2024 | ICAART | A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. | Michael Klle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. | Jonas Stein, Danille Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Klle, Jonas Nlein, Leo Snkel, Olivier Salomon, Claudia Linnhoff-Popien |
| 2024 | ICAART | Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization. | Michael Klle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nlein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Quantum Transfer Learning: The Impact of Classical Preprocessing. | Michael Klle, Jonas Maurer, Philipp Altmann, Leo Snkel, Jonas Stein, Julian Hager, Sebastian Zielinski, Claudia Linnhoff-Popien |
| 2024 | ICAART | Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization. | Michael Klle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nlein, Claudia Linnhoff-Popien |
| 2024 | ICAART | ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. | Robert Mller, Hasan Turalic, Thomy Phan, Michael Klle, Jonas Nlein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers. | Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Klle, Philipp Altmann, Claudia Linnhoff-Popien |
| 2024 | IJCCI | REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning. | Philipp Altmann, Cline Davignon, Maximilian Zorn, Fabian Ritz, Claudia Linnhoff-Popien, Thomas Gabor |
| 2024 | QCE | Challenges for Reinforcement Learning in Quantum Circuit Design. | Philipp Altmann, Jonas Stein, Michael Klle, Adelina Brligea, Maximilian Zorn, Thomas Gabor, Thomy Phan, Sebastian Feld, Claudia Linnhoff-Popien |
| 2024 | QCE | Towards Robust Benchmarking of Quantum Optimization Algorithms. | David Bucher, Nico Kraus, Jonas Blenninger, Michael Lachner, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | QCE | Towards Less Greedy Quantum Coalition Structure Generation in Induced Subgraph Games. | Jonas Nlein, Danille Schuman, David Bucher, Naeimeh Mohseni, Kumar Jang Bahadur Ghosh, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien |
| 2024 | QCE | The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. | Tobias Rohe, Danille Schuman, Jonas Nlein, Leo Snkel, Jonas Stein, Claudia Linnhoff-Popien |
| 2024 | QCE | CUAOA: A Novel CUDA-Accelerated Simulation Framework for the QAOA. | Jonas Stein, Jonas Blenninger, David Bucher, Josef Peter Eder, Elif etiner, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2024 | QCE | Solving Max-3SAT Using QUBO Approximation. | Sebastian Zielinski, Jonas Nlein, Michael Klle, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 2024 | QCE | Cohesive Quantum Circuit Layer Construction with Reinforcement Learning. | Maximilian Zorn, Jonas Stein, Philipp Altmann, Michael Klle, Claudia Linnhoff-Popien, Thomas Gabor |
| 2023 | GECCO | A Relative Approach to Comparative Performance Analysis for Quantum Optimization. | Thomas Gabor, Sebastian Zielinski, Sofie Henghuber, Claudia Linnhoff-Popien |
| 2023 | GECCO | Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. | Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nlein, Sebastian Zielinski, Michael Klle, Claudia Linnhoff-Popien |
| 2023 | GECCO | Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. | Sebastian Zielinski, Jonas Nlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 2023 | ICAART | SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training. | Philipp Altmann, Leo Snkel, Jonas Stein, Tobias Mller, Christoph Roch, Claudia Linnhoff-Popien |
| 2023 | ICAART | VoronoiPatches: Evaluating a New Data Augmentation Method. | Steffen Illium, Gretchen Griffin, Michael Klle, Maximilian Zorn, Jonas Nlein, Claudia Linnhoff-Popien |
| 2023 | ICAART | Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping. | Michael Klle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien |
| 2023 | ICAART | Weight Re-mapping for Variational Quantum Algorithms. | Michael Klle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Mller, Claudia Linnhoff-Popien |
| 2023 | ICAART | Compression of GPS Trajectories Using Autoencoders. | Michael Klle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien |
| 2023 | ICCS | Black Box Optimization Using QUBO and the Cross Entropy Method. | Jonas Nlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld |
| 2023 | ICCS | Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization. | Jonas Nlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 2023 | ICML | Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability. | Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nlein, Michael Klle, Thomas Gabor, Claudia Linnhoff-Popien |
| 2023 | IJCAI | CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing. | Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nlein, Claudia Linnhoff-Popien, Thomy Phan |
| 2023 | QCE | Sampling problems on a Quantum Computer. | Maximilian Balthasar Mansky, Jonas Nlein, David Bucher, Danille Schuman, Sebastian Zielinski, Claudia Linnhoff-Popien |
| 2023 | QCE | Decomposition Algorithm of an Arbitrary Pauli Exponential Through a Quantum Circuit. | Maximilian Balthasar Mansky, Victor Ramos Puigvert, Santiago Londoo Castillo, Claudia Linnhoff-Popien |
| 2023 | QCE | Adapting the DisCoCat-Model for Question Answering in the Chinese Language. | Maximilian Balthasar Mansky, Franziska Wrle, Jonas Korbinian Stein, Robert Mller, Claudia Linnhoff-Popien |
| 2023 | QCE | Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines. | Danille Schuman, Leo Snkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien |
| 2023 | QCE | Applying QNLP to Sentiment Analysis in Finance. | Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Mller, Claudia Linnhoff-Popien |
| 2023 | QCE | Approximative Lookup-Tables and Arbitrary Function Rotations for Facilitating NISQ-Implementations of the HHL and Beyond. | Petros Stougiannidis, Jonas Stein, David Bucher, Sebastian Zielinski, Claudia Linnhoff-Popien, Sebastian Feld |
| 2022 | GECCO | Modifying the quantum-assisted genetic algorithm. | Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien |
| 2022 | GECCO | The applicability of reinforcement learning for the automatic generation of state preparation circuits. | Thomas Gabor, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2022 | GECCO | Algorithmic QUBO formulations for | Jonas Nlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 2022 | ICAART | Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. | Steffen Illium, Thore Schillman, Robert Mller, Thomas Gabor, Claudia Linnhoff-Popien |
| 2022 | ICAART | Quantifying Multimodality in World Models. | Andreas Sedlmeier, Michael Klle, Robert Mller, Leo Baudrexel, Claudia Linnhoff-Popien |
| 2022 | ICCBR | Case-Based Inverse Reinforcement Learning Using Temporal Coherence. | Jonas Nlein, Steffen Illium, Robert Mller, Thomas Gabor, Claudia Linnhoff-Popien |
| 2022 | ICSA | Simple Quantum State Encodings for Hybrid Programming of Quantum Simulators. | Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien |
| 2022 | ICSA | A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games. | Christoph Roch, Santiago Londoo Castillo, Claudia Linnhoff-Popien |
| 2022 | ISoLA | Capturing Dependencies Within Machine Learning via a Formal Process Model. | Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor |
| 2021 | AAAI | Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition. | Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien |
| 2021 | ICAART | Acoustic Leak Detection in Water Networks. | Robert Mller, Steffen Illium, Fabian Ritz, Tobias Schrder, Christian Platschek, Jrg Ochs, Claudia Linnhoff-Popien |
| 2021 | ICAART | Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. | Robert Mller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien |
| 2021 | ICAART | SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. | Fabian Ritz, Thomy Phan, Robert Mller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien |
| 2021 | ICAART | Specification Aware Multi-Agent Reinforcement Learning. | Fabian Ritz, Thomy Phan, Robert Mller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien |
| 2021 | ICCS | Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing. | Christoph Roch, Alexander Impertro, Claudia Linnhoff-Popien |
| 2021 | IJCAI | Stochastic Market Games. | Kyrill Schmid, Lenz Belzner, Robert Mller, Johannes Tochtermann, Claudia Linnhoff-Popien |
| 2021 | IJCNN | Deep Recurrent Interpolation Networks for Anomalous Sound Detection. | Robert Mller, Steffen Illium, Claudia Linnhoff-Popien |
| 2021 | IJCNN | Distributed Emergent Agreements with Deep Reinforcement Learning. | Kyrill Schmid, Robert Mller, Lenz Belzner, Johannes Tochtermann, Claudia Linnhoff-Popien |
| 2021 | Interspeech | Visual Transformers for Primates Classification and Covid Detection. | Steffen Illium, Robert Mller, Andreas Sedlmeier, Claudia Linnhoff-Popien |
| 2021 | Interspeech | A Deep and Recurrent Architecture for Primate Vocalization Classification. | Robert Mller, Steffen Illium, Claudia Linnhoff-Popien |
| 2020 | ICAART | Nash Equilibria in Multi-Agent Swarms. | Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien |
| 2020 | ICAART | Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information. | Kyrill Schmid, Lenz Belzner, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien |
| 2020 | ICAART | Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning. | Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien |
| 2020 | ICANN | Policy Entropy for Out-of-Distribution Classification. | Andreas Sedlmeier, Robert Mller, Steffen Illium, Claudia Linnhoff-Popien |
| 2020 | ICCS | A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. | Christoph Roch, Thomy Phan, Sebastian Feld, Robert Mller, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien |
| 2020 | Interspeech | Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. | Steffen Illium, Robert Mller, Andreas Sedlmeier, Claudia Linnhoff-Popien |
| 2020 | ICSE | Insights on Training Neural Networks for QUBO Tasks. | Thomas Gabor, Sebastian Feld, Hila Safi, Thomy Phan, Claudia Linnhoff-Popien |
| 2020 | ICSE | The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. | Thomas Gabor, Leo Snkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien |
| 2020 | ISoLA | A Formal Model for Reasoning About the Ideal Fitness in Evolutionary Processes. | Thomas Gabor, Claudia Linnhoff-Popien |
| 2019 | AAAI | Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling. | Thomy Phan, Lenz Belzner, Marie Kiermeier, Markus Friedrich, Kyrill Schmid, Claudia Linnhoff-Popien |
| 2019 | GECCO | Optimizing evolutionary CSG tree extraction. | Markus Friedrich, Pierre-Alain Fayolle, Thomas Gabor, Claudia Linnhoff-Popien |
| 2019 | ICAART | Dynamic Path Planning with Stable Growing Neural Gas. | Carsten Hahn, Sebastian Feld, Manuel Zierl, Claudia Linnhoff-Popien |
| 2019 | IJCAI | Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search. | Thomas Gabor, Jan Peter, Thomy Phan, Christian Meyer, Claudia Linnhoff-Popien |
| 2019 | IJCAI | Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. | Thomy Phan, Thomas Gabor, Robert Mller, Christoph Roch, Claudia Linnhoff-Popien |
| 2018 | GECCO | Inheritance-based diversity measures for explicit convergence control in evolutionary algorithms. | Thomas Gabor, Lenz Belzner, Claudia Linnhoff-Popien |
| 2018 | GLOBECOM | Optimizing Geometry Compression Using Quantum Annealing. | Sebastian Feld, Markus Friedrich, Claudia Linnhoff-Popien |
| 2018 | IDEAL | Anomaly Detection in Spatial Layer Models of Autonomous Agents. | Marie Kiermeier, Sebastian Feld, Thomy Phan, Claudia Linnhoff-Popien |
| 2016 | IPIN | Step and activity detection based on the orientation and scale attributes of the SURF algorithm. | Chadly Marouane, Andr Ebert, Claudia Linnhoff-Popien, Maximilian Christil |
| 2016 | IPIN | Visual odometry using motion vectors from visual feature points. | Chadly Marouane, Marco Maier, Alexander Leupold, Claudia Linnhoff-Popien |
| 2016 | IPIN | Towards feasible Wi-Fi based indoor tracking systems using probabilistic methods. | Lorenz Schauer, Philipp Marcus, Claudia Linnhoff-Popien |
| 2015 | ICIN | ME-VoLTE: Network functions for energy-efficient video transcoding at the mobile edge. | Michael Till Beck, Sebastian Feld, Andreas Fichtner, Claudia Linnhoff-Popien, Thomas Schimper |
| 2015 | VTC | On the Potential of Floating Car Data for Traffic Light Signal Reconstruction. | Valentin Protschky, Stefan Feit, Claudia Linnhoff-Popien |
| 2014 | CRiSIS | Location-Aware RBAC Based on Spatial Feature Models and Realistic Positioning. | Philipp Marcus, Lorenz Schauer, Claudia Linnhoff-Popien |
| 2014 | VTC | Extensive Traffic Light Prediction under Real-World Conditions. | Valentin Protschky, Stefan Feit, Claudia Linnhoff-Popien |
| 2013 | IPIN | Community based approach for generating building layouts. | Corina Kim Schindhelm, Claudia Linnhoff-Popien, Florian Janus |
| 2013 | Mobiquitous | Privacy-Preserving Calibration for Participatory Sensing. | Kevin Wiesner, Florian Dorfmeister, Claudia Linnhoff-Popien |
| 2009 | COMPSAC | Indoor Navigation on Distributed Stationary Display Systems. | Peter Ruppel, Florian Gschwandtner, Corina Kim Schindhelm, Claudia Linnhoff-Popien |
| 2008 | MOMM | Context-aware personalization for mobile multimedia services. | Diana Wei, Markus Duchon, Florian Fuchs, Claudia Linnhoff-Popien |
| 2007 | PERCOM | Support of Stateful Services in Pervasive Environments. | Caroline Funk, Carolin Ehm, Claudia Linnhoff-Popien, Christoph Kuhmnch |
| 2004 | Mobiquitous | CoCo: Dynamic Composition of Context Information. | Thomas Buchholz, Michael Krause, Claudia Linnhoff-Popien, Michael Schiffers |
| 2003 | DAIS | CoOL: A Context Ontology Language to Enable Contextual Interoperability. | Thomas Strang, Claudia Linnhoff-Popien, Korbinian Frank |
| 2001 | DAIS | CAPEUS: An Architecture for Context-Aware Selection and Execution of Services. | Michael Samulowitz, Florian Michahelles, Claudia Linnhoff-Popien |
| 1999 | DAIS | Invoking computational objects on mobile devices. | Axel Kpper, Claudia Linnhoff-Popien |
| 1997 | EDOC | Can CORBA Fulfill Data Transfer Requirements of Industrial Enterprises? | Dirk Thien, Claudia Linnhoff-Popien, Steffen Lipperts |