An adaptive optimizer for measurement-frugal variational algorithms JM Kübler, A Arrasmith, L Cincio, PJ Coles
Quantum 4, 263, 2020
168 2020 Quantum machine learning beyond kernel methods S Jerbi, LJ Fiderer, H Poulsen Nautrup, JM Kübler, HJ Briegel, V Dunjko
Nature Communications 14 (1), 1-8, 2023
167 2023 The inductive bias of quantum kernels J Kübler, S Buchholz, B Schölkopf
Advances in Neural Information Processing Systems 34, 2021
122 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
27 2022 Kernel conditional moment test via maximum moment restriction K Muandet, W Jitkrittum, J Kübler
Conference on Uncertainty in Artificial Intelligence, 41-50, 2020
27 2020 A witness two-sample test JM Kübler, W Jitkrittum, B Schölkopf, K Muandet
International Conference on Artificial Intelligence and Statistics, 1403-1419, 2022
25 2022 Quantum mean embedding of probability distributions JM Kübler, K Muandet, B Schölkopf
Physical Review Research 1 (3), 033159, 2019
25 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
21 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
17 2022 Nonclassical states of light with a smooth F Damanet, J Kübler, J Martin, D Braun
Physical Review A 97 (2), 023832, 2018
11 2018 Two-qubit causal structures and the geometry of positive qubit-maps JM Kübler, D Braun
New Journal of Physics 20, 083015, 2018
10 2018 Meaningful Causal Aggregation and Paradoxical Confounding Y Zhu, K Budhathoki, JM Kübler, D Janzing
Causal Learning and Reasoning, 1192-1217, 2024
2 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
1 2024 Learning and testing powerful hypotheses JM Kübler
Universität Tübingen, 2023
2023 Multi-Armed Bandits and Quantum Channel Oracles S Buchholz, JM Kübler, B Schölkopf
arXiv preprint arXiv:2301.08544, 2023
2023 
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de