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Jonas M. Kübler
Jonas M. Kübler
Amazon Web Services
Bestätigte E-Mail-Adresse bei tuebingen.mpg.de - Startseite
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Zitiert von
Zitiert von
Jahr
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
2022023
An adaptive optimizer for measurement-frugal variational algorithms
JM Kübler, A Arrasmith, L Cincio, PJ Coles
Quantum 4, 263, 2020
1742020
The inductive bias of quantum kernels
J Kübler, S Buchholz, B Schölkopf
Advances in Neural Information Processing Systems 34, 2021
1382021
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
282022
Kernel conditional moment test via maximum moment restriction
K Muandet, W Jitkrittum, J Kübler
Conference on Uncertainty in Artificial Intelligence, 41-50, 2020
282020
A witness two-sample test
JM Kübler, W Jitkrittum, B Schölkopf, K Muandet
International Conference on Artificial Intelligence and Statistics, 1403-1419, 2022
262022
Quantum mean embedding of probability distributions
JM Kübler, K Muandet, B Schölkopf
Physical Review Research 1 (3), 033159, 2019
242019
Learning kernel tests without data splitting
J Kübler, W Jitkrittum, B Schölkopf, K Muandet
Advances in Neural Information Processing Systems 33, 6245-6255, 2020
222020
AutoML two-sample test
JM Kübler, V Stimper, S Buchholz, K Muandet, B Schölkopf
Advances in Neural Information Processing Systems 35, 15929-15941, 2022
212022
Two-qubit causal structures and the geometry of positive qubit-maps
JM Kübler, D Braun
New Journal of Physics 20, 083015, 2018
122018
Nonclassical states of light with a smooth function
F Damanet, J Kübler, J Martin, D Braun
Physical Review A 97 (2), 023832, 2018
112018
Meaningful Causal Aggregation and Paradoxical Confounding
Y Zhu, K Budhathoki, JM Kübler, D Janzing
Causal Learning and Reasoning, 1192-1217, 2024
42024
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
22024
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
Multi-Armed Bandits and Quantum Channel Oracles
S Buchholz, JM Kübler, B Schölkopf
arXiv preprint arXiv:2301.08544, 2023
2023
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