Quantum machine learning beyond kernel methods S Jerbi, LJ Fiderer, H Poulsen Nautrup, JM Kübler, HJ Briegel, V Dunjko
Nature Communications 14 (1), 517, 2023
208 2023 An adaptive optimizer for measurement-frugal variational algorithms JM Kübler, A Arrasmith, L Cincio, PJ Coles
Quantum 4, 263, 2020
170 2020 The inductive bias of quantum kernels J Kübler, S Buchholz, B Schölkopf
Advances in Neural Information Processing Systems 34, 2021
143 2021 Causal inference through the structural causal marginal problem L Gresele, J Von Kügelgen, J Kübler, E Kirschbaum, B Schölkopf, ...
International conference on machine learning, 7793-7824, 2022
29 2022 Kernel conditional moment test via maximum moment restriction K Muandet, W Jitkrittum, J Kübler
Conference on Uncertainty in Artificial Intelligence, 41-50, 2020
29 2020 A witness two-sample test JM Kübler, W Jitkrittum, B Schölkopf, K Muandet
International Conference on Artificial Intelligence and Statistics, 1403-1419, 2022
26 2022 Quantum mean embedding of probability distributions JM Kübler, K Muandet, B Schölkopf
Physical Review Research 1 (3), 033159, 2019
24 2019 Learning kernel tests without data splitting J Kübler, W Jitkrittum, B Schölkopf, K Muandet
Advances in Neural Information Processing Systems 33, 6245-6255, 2020
23 2020 Automl two-sample test JM Kübler, V Stimper, S Buchholz, K Muandet, B Schölkopf
Advances in Neural Information Processing Systems 35, 15929-15941, 2022
22 2022 Two-qubit causal structures and the geometry of positive qubit-maps JM Kübler, D Braun
New Journal of Physics 20, 083015, 2018
12 2018 Nonclassical states of light with a smooth F Damanet, J Kübler, J Martin, D Braun
Physical Review A 97 (2), 023832, 2018
11 2018 Meaningful causal aggregation and paradoxical confounding Y Zhu, K Budhathoki, JM Kübler, D Janzing
Causal Learning and Reasoning, 1192-1217, 2024
4 2024 Inference optimization of foundation models on ai accelerators Y Park, K Budhathoki, L Chen, JM Kübler, J Huang, M Kleindessner, ...
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
2 2024 Multi-Armed Bandits and Quantum Channel Oracles S Buchholz, JM Kübler, B Schölkopf
arXiv preprint arXiv:2301.08544, 2023
1 2023 Wanda++: Pruning Large Language Models via Regional Gradients Y Yang, K Zhen, B Ganesh, A Galstyan, G Huybrechts, M Müller, ...
arXiv preprint arXiv:2503.04992, 2025
2025 A Proximal Operator for Inducing 2: 4-Sparsity JM Kübler, YX Wang, S Sabach, N Ansari, M Kleindessner, K Budhathoki, ...
arXiv preprint arXiv:2501.18015, 2025
2025 Learning and testing powerful hypotheses JM Kübler
Universität Tübingen, 2023
2023 
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
