Concepedia

Carl-Johann Simon-Gabriel

CS

Statistics

Publications

10

Citations

504

H-Index

10

Active since

2016

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Max Planck Society

Carl-Johann Simon-Gabriel is an author at Max Planck Institute for Intelligent Systems specializing in computer science, machine learning, and computing.

Publications per year

2016–2023

10

Publications

10

AdaGAN: Boosting Generative Models

Ilya Tolstikhin, Sylvain Gelly, Olivier Bousquet et al. · arXiv (Cornell University) · 2017 · 148 citations · Full text

, , +7

From optimal transport to generative modeling: the VEGAN cookbook

Olivier Bousquet, Sylvain Gelly, Ilya Tolstikhin et al. · arXiv (Cornell University) · 2017 · 99 citations · Full text

, , +14

First-order Adversarial Vulnerability of Neural Networks and Input Dimension

Carl-Johann Simon-Gabriel, Yann Ollivier, Léon Bottou et al. · arXiv (Cornell University) · 2018 · 63 citations · Full text

, , +12

Kernel distribution embeddings: universal kernels, characteristic kernels and kernel metrics on distributions

Carl-Johann Simon-Gabriel, Bernhard Schölkopf · MPG.PuRe (Max Planck Society) · 2018 · 53 citations

, , +9

Adversarial Vulnerability of Neural Networks Increases with Input Dimension

Carl-Johann Simon-Gabriel, Yann Ollivier, Bernhard Schölkopf et al. · arXiv (Cornell University) · 2018 · 31 citations · Full text

, , +11

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