Jonas Stein

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 14

Top Topics

Natural Actor Critic

Boltzmann Machines

Reinforcement Learning

Unsupervised Anomaly Detection

Top Venues

Publications

David Bucher, Nico Kraus, Jonas Blenninger, Michael Lachner, Jonas Stein, Claudia Linnhoff-Popien
Towards Robust Benchmarking of Quantum Optimization Algorithms. CoRR (2024)
Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien
Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern. ICAART (3) (2024)
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. ICAART (1) (2024)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures. ICAART (3) (2024)
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
Quantum Advantage Actor-Critic for Reinforcement Learning. ICAART (1) (2024)
Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. ICAART (2) (2024)
Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. CoRR (2024)
Arnold Unterauer, David Bucher, Matthias Knoll, Constantin Economides, Michael Lachner, Thomas Germain, Moritz Kessel, Smajo Hajdinovic, Jonas Stein
Solving the Turbine Balancing Problem using Quantum Annealing. GECCO Companion (2024)
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
Benchmarking Quantum Surrogate Models on Scarce and Noisy Data. ICAART (3) (2024)
Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
Quantum Circuit Design: A Reinforcement Learning Challenge. AAMAS (2024)
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. ICAART (2) (2024)
Arnold Unterauer, David Bucher, Matthias Knoll, Constantin Economides, Michael Lachner, Thomas Germain, Moritz Kessel, Smajo Hajdinovic, Jonas Stein
Solving the Turbine Balancing Problem using Quantum Annealing. CoRR (2024)
Jonas Stein, Jonas Blenninger, David Bucher, Josef Peter Eder, Elif Çetiner, Maximilian Zorn, Claudia Linnhoff-Popien
CUAOA: A Novel CUDA-Accelerated Simulation Framework for the QAOA. CoRR (2024)
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)