Junhyung Park

2019202020212022202320241 5 13 30 42 19

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Krikamol MuandetCISPA - Helmholtz Center for Information SecurityVerified email at cispa.de
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Uri ShalitAssociate Professor, Technion - Israel Institute of TechnologyVerified email at technion.ac.il
Felix LaumannImperial College LondonVerified email at imperial.ac.uk
Mauricio BarahonaImperial College London, Mathematics, Professor of Applied Mathematics, Chair in BiomathematicsVerified email at imperial.ac.uk
Julius von KügelgenETH ZürichVerified email at tuebingen.mpg.de
Mihir DhanakshirurIndian Institute of ScienceVerified email at iisc.ac.in
Simon BuchholzMax Planck Institute for Intelligent SystemsVerified email at tue.mpg.de

Junhyung Park

Max Planck Institute for Intelligent Systems, Tübingen, Germany

Verified email at tuebingen.mpg.de - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A measure-theoretic approach to kernel conditional mean embeddings J Park, K Muandet Advances in neural information processing systems 33, 21247-21259, 2020	66	2020
Conditional distributional treatment effect with kernel conditional mean embeddings and U-statistic regression J Park, U Shalit, B Schölkopf, K Muandet International Conference on Machine Learning, 8401-8412, 2021	28	2021
Regularised least-squares regression with infinite-dimensional output space J Park, K Muandet arXiv preprint arXiv:2010.10973, 2020	8	2020
Towards empirical process theory for vector-valued functions: Metric entropy of smooth function classes J Park, K Muandet International Conference on Algorithmic Learning Theory, 1216-1260, 2023	5	2023
Kernel-based independence tests for causal structure learning on functional data F Laumann, J Von Kügelgen, J Park, B Schölkopf, M Barahona Entropy 25 (12), 1597, 2023	2	2023
A continuous Structural Intervention Distance to compare Causal Graphs M Dhanakshirur, F Laumann, J Park, M Barahona arXiv preprint arXiv:2307.16452, 2023	1	2023
Towards a Measure-Theoretic Axiomatisation of Causality J Park, S Buchholz, B Schölkopf, K Muandet European Meeting of Statisticians 2023 Warsaw 3–7 July, 2023 Book of …, 2023		2023
A Measure-Theoretic Axiomatisation of Causality J Park, S Buchholz, B Schölkopf, K Muandet Advances in Neural Information Processing Systems 36, 28510--28540, 2023		2023

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