An adaptive optimizer for measurement-frugal variational algorithms JM Kübler, A Arrasmith, L Cincio, PJ Coles Quantum 4, 263, 2020 | 157 | 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 | 132 | 2023 |
The inductive bias of quantum kernels J Kübler, S Buchholz, B Schölkopf Advances in Neural Information Processing Systems 34, 2021 | 110 | 2021 |
Kernel conditional moment test via maximum moment restriction K Muandet, W Jitkrittum, J Kübler Conference on Uncertainty in Artificial Intelligence, 41-50, 2020 | 26 | 2020 |
Quantum mean embedding of probability distributions JM Kübler, K Muandet, B Schölkopf Physical Review Research 1 (3), 033159, 2019 | 24 | 2019 |
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 | 22 | 2022 |
A witness two-sample test JM Kübler, W Jitkrittum, B Schölkopf, K Muandet International Conference on Artificial Intelligence and Statistics, 1403-1419, 2022 | 19 | 2022 |
Learning kernel tests without data splitting J Kübler, W Jitkrittum, B Schölkopf, K Muandet Advances in Neural Information Processing Systems 33, 6245-6255, 2020 | 17 | 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 | 11 | 2022 |
Nonclassical states of light with a smooth function 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 | 8 | 2018 |
Meaningful Causal Aggregation and Paradoxical Confounding Y Zhu, K Budhathoki, JM Kübler, D Janzing Causal Learning and Reasoning, 1192-1217, 2024 | 1 | 2024 |
Inference Optimization of Foundation Models on AI Accelerators Y Park, K Budhathoki, L Chen, J Kübler, J Huang, M Kleindessner, J Huan, ... arXiv preprint arXiv:2407.09111, 2024 | | 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 |