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Jonas M. Kübler
Jonas M. Kübler
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Verified email at tuebingen.mpg.de - Homepage
Title
Cited by
Cited by
Year
An adaptive optimizer for measurement-frugal variational algorithms
JM Kübler, A Arrasmith, L Cincio, PJ Coles
Quantum 4, 263, 2020
1412020
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
992023
The inductive bias of quantum kernels
J Kübler, S Buchholz, B Schölkopf
Advances in Neural Information Processing Systems 34, 2021
922021
Kernel conditional moment test via maximum moment restriction
K Muandet, W Jitkrittum, J Kübler
Conference on Uncertainty in Artificial Intelligence, 41-50, 2020
252020
Quantum mean embedding of probability distributions
JM Kübler, K Muandet, B Schölkopf
Physical Review Research 1 (3), 033159, 2019
232019
Learning kernel tests without data splitting
J Kübler, W Jitkrittum, B Schölkopf, K Muandet
Advances in Neural Information Processing Systems 33, 6245-6255, 2020
172020
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
162022
A witness two-sample test
JM Kübler, W Jitkrittum, B Schölkopf, K Muandet
International Conference on Artificial Intelligence and Statistics, 1403-1419, 2022
162022
Nonclassical states of light with a smooth function
F Damanet, J Kübler, J Martin, D Braun
Physical Review A 97 (2), 023832, 2018
112018
AutoML two-sample test
JM Kübler, V Stimper, S Buchholz, K Muandet, B Schölkopf
Advances in Neural Information Processing Systems 35, 15929-15941, 2022
82022
Two-qubit causal structures and the geometry of positive qubit-maps
JM Kübler, D Braun
New Journal of Physics 20, 083015, 2018
82018
Meaningful Causal Aggregation and Paradoxical Confounding
Y Zhu, K Budhathoki, J Kuebler, D Janzing
arXiv preprint arXiv:2304.11625, 2023
12023
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
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