Danille Schuman
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
2
Active years
2022–2025
Best venue rank
National
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 | QCE | From Classical Data to Quantum Advantage - Quantum Policy Evaluation on Quantum Hardware. | Daniel Hein, Simon Wiedemann, Markus Baumann, Patrik Felbinger, Justin Klein, Maximilian Schieder, Jonas Stein, Danille Schuman, Thomas Cope, Steffen Udluft |
| 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 |
| 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 | 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 | 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 | 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 |
| 2023 | QCE | Sampling problems on a Quantum Computer. | Maximilian Balthasar Mansky, Jonas Nlein, David Bucher, Danille Schuman, Sebastian Zielinski, 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 |
| 2022 | ICAART | Solving Large Steiner Tree Problems in Graphs for Cost-efficient Fiber-To-The-Home Network Expansion. | Tobias Mller, Kyrill Schmid, Danille Schuman, Thomas Gabor, Markus Friedrich, Marc Geitz |