David Lopez-Paz

Paris, France

David is a research scientist at Facebook AI Research (FAIR), where he develops theory and algorithms to discover causation from data, in order to create robust learning machines.

David's Publications

June 09, 2019

Research

Computer Vision

Manifold Mixup: Better Representations by Interpolating Hidden States

Vikas Verma, Alex Lamb, Christopher Beckham, Amir Najafi, Ioannis Mitliagkas, David Lopez-Paz, Yoshua Bengio,

June 09, 2019

June 09, 2019

Research

Theory

First-order Adversarial Vulnerability of Neural Networks and Input Dimension

Carl-Johann Simon-Gabriel, Yann Ollivier, Bernhard Scholkopf, Leon Bottou, David Lopez-Paz,

June 09, 2019

April 30, 2018

Research

Computer Vision

mixup: Beyond Empirical Risk Minimization

Hongyi Zhang, Moustapha Cisse, Yann Dauphin, David Lopez-Paz,

April 30, 2018