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.
Research Areas
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
