Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS| Jahr | Titel / Autor*in | Publikationstyp |
|---|---|---|
| 2025 | Dynamic Range Reduction via Branch-and-Bound Gerlach, Thore; Piatkowski, Nico |
Konferenzbeitrag |
| 2025 | Explaining quantum circuits with Shapley values: towards explainable quantum machine learning Heese, Raoul; Gerlach, Thore Thassilo; Mücke, Sascha; Müller, Sabine; Jakobs, Matthias; Piatkowski, Nico |
Zeitschriftenaufsatz |
| 2025 | Expressive equivalence of classical and quantum restricted Boltzmann machines Demidik, Maria; Tüysüz, Cenk; Piatkowski, Nico; Grossi, Michele; Jansen, Karl |
Zeitschriftenaufsatz |
| 2025 | Hybrid Quantum-Classical Multi-Agent Pathfinding Gerlach, Thore; Lee, Loong Kuan; Barbaresco, Frederic; Piatkowski, Nico |
Konferenzbeitrag |
| 2025 | Hot-Starting Quantum Portfolio Optimization Schlütter, Sebastian; Maras, Tomislav; Dotterweich, Alexander; Piatkowski, Nico |
Konferenzbeitrag |
| 2025 | Multi-Objective Quantum Power System Redispatch Lee, Loong Kuan; Knaute, Johannes; Gerhardt, Florian; Völker, Patrick; Maras, Tomislav; Dotterweich, Alexander; Piatkowski, Nico |
Konferenzbeitrag |
| 2025 | Quantum Adiabatic Generation of Human-Like Passwords Gerlach, Thore; Piatkowski, Nico |
Konferenzbeitrag |
| 2025 | Standardization of Multi-Objective QUBOs Lee, Loong Kuan; Gerlach, Thore; Piatkowski, Nico |
Konferenzbeitrag |
| 2024 | Quantum circuits for discrete graphical models Piatkowski, Nico; Zoufal, Christa |
Zeitschriftenaufsatz |
| 2024 | Quantum Optimization for FPGA-Placement Gerlach, Thore; Knipp, Stefan; Biesner, David; Emmanouilidis, Stelios; Hauber, Klaus; Piatkowski, Nico |
Konferenzbeitrag |
| 2024 | Real-Part Quantum Support Vector Machines Piatkowski, Nico; Mücke, Sascha |
Konferenzbeitrag |
| 2023 | Feature selection on quantum computers Mücke, Sascha; Heese, Raoul; Müller, Sabine; Wolter, Moritz; Piatkowski, Nico |
Zeitschriftenaufsatz |
| 2022 | Quantum Circuit Evolution on NISQ Devices Franken, Lukas; Georgiev, Bogdan; Mücke, Sascha; Wolter, Moritz; Heese, Raoul; Bauckhage, Christian; Piatkowski, Nico |
Konferenzbeitrag |
| 2022 | Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning Piatkowski, Nico; Gerlach, Thore Thassilo; Hugues, Romain; Sifa, Rafet; Bauckhage, Christian; Barbaresco, Frederic |
Konferenzbeitrag |