Goodfellow, Ian

Making machine learning robust against adversarial inputs

Goodfellow, I., McDaniel, P., & Papernot, N. (2018) · Communications of the ACM

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 358

Qualitatively characterizing neural network optimization problems

Goodfellow, I. J., Vinyals, O., & Saxe, A. M. (2014) · arXiv

Stochastic Gradient Optimization TechniquesNeural Networks and Applications

Cited by 341

On the Challenges of Physical Implementations of RBMs

Dumoulin, V., Goodfellow, I., Courville, A., & Bengio, Y. (2014) · Proceedings of the AAAI Conference on Artificial Intelligence

Quantum Computing Algorithms and ArchitectureNeural Networks and Applications

Cited by 46