Jonas M. Kübler

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Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Krikamol MuandetCISPA - Helmholtz Center for Information SecurityVerified email at cispa.de
Wittawat JitkrittumGoogle ResearchVerified email at google.com
Andrew ArrasmithPostdoc, Los Alamos National LaboratoryVerified email at lanl.gov
Patrick ColesNormal ComputingVerified email at normalcomputing.ai
Lukasz CincioTheoretical Division, Los Alamos National LaboratoryVerified email at lanl.gov
Daniel BraunProfessor of Theoretical Physics, University Tübingen, GermanyVerified email at uni-tuebingen.de
Dominik JanzingAmazon Development Center, TuebingenVerified email at amazon.com
François DamanetPermanent scientist (1st Assistant), University of Liège, BelgiumVerified email at uliege.be
Julius von KügelgenMax Planck Institute for Intelligent Systems Tübingen & University of CambridgeVerified email at tuebingen.mpg.de
Luigi GreseleMax Planck Institute for Intelligent Systems, TübingenVerified email at tuebingen.mpg.de

Jonas M. Kübler

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Title Sort by citations Sort by year Sort by 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	127	2020
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	58	2023
The inductive bias of quantum kernels J Kübler, S Buchholz, B Schölkopf Advances in Neural Information Processing Systems 34, 2021	54	2021
Quantum mean embedding of probability distributions JM Kübler, K Muandet, B Schölkopf Physical Review Research 1 (3), 033159, 2019	22	2019
Kernel conditional moment test via maximum moment restriction K Muandet, W Jitkrittum, J Kübler Conference on Uncertainty in Artificial Intelligence, 41-50, 2020	21	2020
Learning kernel tests without data splitting J Kübler, W Jitkrittum, B Schölkopf, K Muandet Advances in Neural Information Processing Systems 33, 6245-6255, 2020	18	2020
A witness two-sample test JM Kübler, W Jitkrittum, B Schölkopf, K Muandet International Conference on Artificial Intelligence and Statistics, 1403-1419, 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	10	2018
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	9	2022
Two-qubit causal structures and the geometry of positive qubit-maps JM Kübler, D Braun New Journal of Physics 20, 083015, 2018	8	2018
AutoML Two-Sample Test JM Kübler, V Stimper, S Buchholz, K Muandet, B Schölkopf Advances in Neural Information Processing Systems 35, 15929-15941, 2022	4	2022
Learning and Testing Powerful Hypotheses JM Kübler Universität Tübingen, 2023		2023
Meaningful Causal Aggregation and Paradoxical Confounding Y Zhu, K Budhathoki, J Kuebler, D Janzing arXiv preprint arXiv:2304.11625, 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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