Bernhard Scholkopf
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Arash Mehrjou,
Mohammad Ghavamzadeh,
Bernhard Scholkopf,
2020
.
Bernhard Scholkopf,
David W. Hogg,
Dun Wang,
2015,
1508.01853.
Krikamol Muandet,
Wittawat Jitkrittum,
Bernhard Scholkopf,
2020,
NeurIPS.
Francesco Locatello,
Olivier Bachem,
Mario Lucic,
2020,
J. Mach. Learn. Res..
Ludovic Righetti,
Vincent Berenz,
Julian Viereck,
2020,
CoRL.
Yoshua Bengio,
Bernhard Scholkopf,
Muhammad Waleed Gondal,
2020,
ICLR.
Moritz Grosse-Wentrup,
Dominik Janzing,
David Balduzzi,
2012,
1203.6502.
Michael Habeck,
Bernhard Scholkopf,
Mikhail Langovoy,
2011
.
Krikamol Muandet,
Rui Zhang,
Bernhard Scholkopf,
2020,
ArXiv.
Leo Anthony Celi,
Arash Mehrjou,
Bernhard Scholkopf,
2020,
Nature Communications.
Kun Zhang,
Clark Glymour,
Jiji Zhang,
2015,
1509.08056.
Yoshua Bengio,
Bernhard Scholkopf,
Stefan Bauer,
2020,
ICLR.
Kenji Fukumizu,
Arthur Gretton,
Gert R. G. Lanckriet,
2009,
0901.2698.
Clark Glymour,
Jiji Zhang,
Bernhard Scholkopf,
2019
.
Francesco Locatello,
Olivier Bachem,
Michael Tschannen,
2020,
ICML.
Joris M. Mooij,
Stephan Bongers,
Jonas Peters,
2016,
ArXiv.
Moritz Grosse-Wentrup,
José R. Dorronsoro,
Bernhard Scholkopf,
2009,
2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
Dominik Janzing,
Bernhard Scholkopf,
Atalanti A. Mastakouri,
2022
.
Krikamol Muandet,
Wittawat Jitkrittum,
Arash Mehrjou,
2019,
ArXiv.
Tristan Deleu,
Tegan Maharaj,
Irina Rish,
2020,
ICLR.
Klaus Scheffler,
Bernhard Scholkopf,
Moritz Zaiss,
2020
.
Bernhard Scholkopf,
Manuel Gomez-Rodriguez,
Lars Lorch,
2020,
ACM Trans. Spatial Algorithms Syst..
Daniel Foreman-Mackey,
Bernhard Scholkopf,
Dun Wang,
2015,
1502.04715.
Krikamol Muandet,
Bernhard Scholkopf,
Manuel Gomez-Rodriguez,
2019,
AISTATS.
Adrian Weller,
Amir-Hossein Karimi,
Bernhard Scholkopf,
2020,
ArXiv.
Is Independence all you need? On the Generalization of Representations Learned from Correlated Data
pdf
Francesco Locatello,
Bernhard Scholkopf,
Niki Kilbertus,
2020,
ArXiv.
Jos'e Miguel Hern'andez-Lobato,
José Miguel Hernández-Lobato,
Kun Zhang,
2020,
ArXiv.
Richard E. Turner,
Zoubin Ghahramani,
Bernhard Scholkopf,
2017,
NIPS.
Bernhard Scholkopf,
Stefan Bauer,
Felix Leeb,
2020,
ArXiv.
Bernhard Scholkopf,
Manuel Gomez Rodriguez,
B. Schölkopf,
2012,
ICML.
Moritz Grosse-Wentrup,
Bernhard Scholkopf,
Tatiana Fomina,
2015,
2015 7th Computer Science and Electronic Engineering Conference (CEEC).
Bernhard Scholkopf,
B. Scholkopf,
1998
.
Stefan Bauer,
Luigi Gresele,
Anant Raj,
2019,
ArXiv.
Ole Winther,
Francesco Locatello,
Bernhard Scholkopf,
2020,
ArXiv.
Jason Farquhar,
Bernhard Scholkopf,
Jeremy Hill,
2009,
2009 4th International IEEE/EMBS Conference on Neural Engineering.
Bernhard Scholkopf,
2019
.
Andreas Krause,
Bernhard Scholkopf,
Manuel Wuthrich,
2021,
ArXiv.
Dominik Janzing,
Bernhard Scholkopf,
Michel Besserve,
2021
.
Yoshua Bengio,
Bernhard Scholkopf,
Stefan Bauer,
2020,
ICLR.
Anirudh Goyal,
Bernhard Scholkopf,
Olexa Bilaniuk,
2021,
ArXiv.
Bernhard Scholkopf,
Andreas Krause,
Lars Lorch,
2021,
NeurIPS.
Jos'e Miguel Hern'andez-Lobato,
Clark Glymour,
Bernhard Scholkopf,
2021,
ArXiv.
Bernhard Scholkopf,
Stefan Bauer,
Felix Leeb,
2021,
ArXiv.
Bernhard Scholkopf,
Jonas M. Kubler,
Jonas M. Kübler,
2021,
NeurIPS.
Bernhard Scholkopf,
Yassine Nemmour,
Jia-Jie Zhu,
2021,
AISTATS.
Leo Anthony Celi,
Arash Mehrjou,
Bernhard Scholkopf,
2020,
Nature Communications.
Bernhard Scholkopf,
Riccardo Della Vecchia,
Nicolo Cesa-Bianchi,
2021
.
Ole Winther,
Olivier Bachem,
Bernhard Scholkopf,
2021
.
Krikamol Muandet,
Wittawat Jitkrittum,
Bernhard Scholkopf,
2021,
AISTATS.
Yoshua Bengio,
Bernhard Scholkopf,
Muhammad Waleed Gondal,
2021,
NeurIPS.
Luigi Gresele,
Bernhard Scholkopf,
Michel Besserve,
2021,
NeurIPS.
Thomas Brox,
Matthias Bethge,
Bernhard Scholkopf,
2021
.
José Miguel Hernández-Lobato,
Bernhard Scholkopf,
Chaochao Lu,
2021,
ArXiv.
Adrian Weller,
Weiyang Liu,
Bernhard Scholkopf,
2021,
AISTATS.
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression
pdf
Krikamol Muandet,
Uri Shalit,
Bernhard Scholkopf,
2021,
International Conference on Machine Learning.
Luigi Gresele,
Bernhard Scholkopf,
Julius von Kugelgen,
2020,
IEEE Transactions on Artificial Intelligence.
Yoshua Bengio,
Francesco Locatello,
Anirudh Goyal,
2021,
ArXiv.
Luigi Gresele,
Francesco Locatello,
Wieland Brendel,
2021,
NeurIPS.
Eric P. Xing,
Adrian Weller,
Weiyang Liu,
2021,
ArXiv.
Krikamol Muandet,
Bernhard Scholkopf,
Masaaki Imaizumi,
2021,
ArXiv.
Siddhartha S. Srinivasa,
Jan Peters,
Tapomayukh Bhattacharjee,
2021,
ArXiv.
Jakob H. Macke,
Michael Deistler,
Bernhard Scholkopf,
2021,
International Conference on Learning Representations.
Thomas Brox,
Osama Makansi,
Dominik Janzing,
2021,
ICLR.
Amir-Hossein Karimi,
Bernhard Scholkopf,
Ricardo Dominguez-Olmedo,
2021,
ArXiv.
Francesco Locatello,
Anirudh Goyal,
Bernhard Scholkopf,
2020,
International Conference on Machine Learning.
Krikamol Muandet,
Wittawat Jitkrittum,
Bernhard Scholkopf,
2021,
ArXiv.
Bernhard Scholkopf,
Philipp Hennig,
Georgios Arvanitidis,
2021,
ICML.
Jakob H. Macke,
Bernhard Scholkopf,
Maximilian Dax,
2021,
Physical Review Letters.
Arash Mehrjou,
Bernhard Scholkopf,
Stefan Bauer,
2021
.
Sebastian Mika,
Rudower Chaussee,
Matthias Scholz,
1998
.
Daniel Foreman-Mackey,
Bernhard Scholkopf,
David W. Hogg,
2017,
1710.02428.
Dominik Janzing,
Bernhard Scholkopf,
Paul K. Rubenstein,
2018,
1804.03911.
Adrian Weller,
Amir-Hossein Karimi,
Bernhard Scholkopf,
2020,
ArXiv.
Jens Kober,
Bernhard Scholkopf,
Manuel Gomez-Rodriguez,
2009,
2009 IEEE International Conference on Computational Photography (ICCP).