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Ian Goodfellow | Researchclopedia

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Ian Goodfellow

111

Works

82,640

Citations

64

h-index

93

i10-index

Research Topics

Adversarial Robustness in Machine Learning Anomaly Detection Techniques and Applications Generative Adversarial Networks and Image Synthesis

Affiliations

Karlsruhe Institute of Technology2018–2018

National Research University Higher School of Economics2017–2017

Microsoft (United States)2018–2018

Google (United States)2013–2024

Centre National de la Recherche Scientifique2017–2017

Top Works

Generative adversarial networks

Ian Goodfellow,Jean Pouget-Abadie,et al.

202013,045 citations

Domain Adaptation and Few-Shot Learning

Advanced Malware Detection Techniques

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi,Ashish Agarwal,et al.

20169,727 citations

Ian Goodfellow,Yoshua Bengio,et al.

20168,918 citations

Explaining and Harnessing Adversarial Examples

Ian Goodfellow,Jonathon Shlens,et al.

20148,108 citations

Intriguing properties of neural networks

Christian Szegedy,Wojciech Zaremba,et al.

20135,706 citations

Deep Learning with Differential Privacy

Martı́n Abadi,Andy Chu,et al.

20165,634 citations

Generative Adversarial Networks

Ian Goodfellow,Jean Pouget-Abadie,et al.

20144,520 citations

Practical Black-Box Attacks against Machine Learning

Nicolas Papernot,Patrick McDaniel,et al.

20173,423 citations

Ensemble Adversarial Training: Attacks and Defenses

Florian Tramèr,Alexey Kurakin,et al.

20171,854 citations