Carl-Johann Simon-Gabriel
Carl-Johann Simon-Gabriel
Max-Planck-Institute for Intelligent Systems
Bestätigte E-Mail-Adresse bei tuebingen.mpg.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Adagan: Boosting generative models
I Tolstikhin, S Gelly, O Bousquet, CJ Simon-Gabriel, B Schölkopf
arXiv preprint arXiv:1701.02386, 2017
1802017
From optimal transport to generative modeling: the VEGAN cookbook
O Bousquet, S Gelly, I Tolstikhin, CJ Simon-Gabriel, B Schoelkopf
arXiv preprint arXiv:1705.07642, 2017
972017
Prediction of human population responses to toxic compounds by a collaborative competition
F Eduati, LM Mangravite, T Wang, H Tang, JC Bare, R Huang, T Norman, ...
Nature biotechnology 33 (9), 933-940, 2015
952015
Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions
CJ Simon-Gabriel, B Schölkopf
Journal of Machine Learning Research 19 (44), 1-29, 2018
502018
First-order adversarial vulnerability of neural networks and input dimension
CJ Simon-Gabriel, Y Ollivier, L Bottou, B Schölkopf, D Lopez-Paz
International Conference on Machine Learning, 5809-5817, 2019
452019
Adversarial vulnerability of neural networks increases with input dimension
CJ Simon-Gabriel, Y Ollivier, L Bottou, B Schölkopf, D Lopez-Paz
432018
Modeling confounding by half-sibling regression
B Schölkopf, DW Hogg, D Wang, D Foreman-Mackey, D Janzing, ...
Proceedings of the National Academy of Sciences 113 (27), 7391-7398, 2016
392016
Removing systematic errors for exoplanet search via latent causes
B Schölkopf, D Hogg, D Wang, D Foreman-Mackey, D Janzing, ...
International Conference on Machine Learning, 2218-2226, 2015
102015
Metrizing weak convergence with maximum mean discrepancies
CJ Simon-Gabriel, A Barp, L Mackey
arXiv preprint arXiv:2006.09268, 2020
82020
Consistent kernel mean estimation for functions of random variables
CJ Simon-Gabriel, A Scibior, I Tolstikhin, B Schölkopf
Advances in Neural Information Processing Systems, 1732-1740, 2016
72016
Bootstrat: population informed bootstrapping for rare variant tests
H Huang, GM Peloso, D Howrigan, B Rakitsch, CJ Simon-Gabriel, ...
bioRxiv, 068999, 2016
22016
Distribution-Dissimilarities in Machine Learning
CJ Simon-Gabriel
Universität Tübingen, 2019
12019
PopSkipJump: Decision-Based Attack for Probabilistic Classifiers
CJ Simon-Gabriel, NA Sheikh, A Krause
arXiv preprint arXiv:2106.07445, 2021
2021
From optimal transport to generative modeling: the VEGAN cookbook Download PDF Open Website
O Bousquet, S Gelly, I Tolstikhin, CJ Simon-Gabriel, B Scholkopf
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–14