Universal expressiveness of variational quantum classifiers and quantum kernels for support vector machines J Jäger, RV Krems Nature Communications 14 (1), 576, 2023 | 72 | 2023 |
Bring Color to Deep Q-Networks: Limitations and Improvements of DQN Leading to Rainbow DQN J Jäger, F Helfenstein, F Scharf Reinforcement Learning Algorithms: Analysis and Applications, 135-149, 2021 | 6 | 2021 |
Actor vs Critic: Learning the Policy or Learning the Value F Scharf, F Helfenstein, J Jäger Reinforcement Learning Algorithms: Analysis and Applications, 123-133, 2021 | 3 | 2021 |
Equivalence between exponential concentration in quantum machine learning kernels and barren plateaus in variational algorithms P Kairon, J Jäger, RV Krems arXiv preprint arXiv:2501.07433, 2025 | | 2025 |
Fast gradient-free optimization of excitations in variational quantum eigensolvers J Jäger, TN Kaldenbach, M Haas, E Schultheis arXiv preprint arXiv:2409.05939, 2024 | | 2024 |
Self-Imitation Regularization: Regularizing Neural Networks by Leveraging Their Dark Knowledge J Jäger Technische Universität, 2019 | | 2019 |