David Lopez-Paz
RESEARCH SCIENTIST | 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
December 10, 2024
CORE MACHINE LEARNING
Flow Matching Guide and Code
Peter Holderrieth, Neta Shaul, Heli Ben Hamu, Yaron Lipman, Brian Karrer, David Lopez-Paz, Itai Gat, Marton Havasi, Matt Le, Ricky Chen
December 10, 2024
June 30, 2022
Rich Feature Construction for the Optimization-Generalization Dilemma
Leon Bottou, David Lopez-Paz, Jianyu Zhang
June 30, 2022
April 07, 2022
An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers
Rama Vedantam, David Lopez-Paz, David Schwab
April 07, 2022
October 08, 2021
CORE MACHINE LEARNING
Linear unit-tests for invariance discovery
Leon Bottou, Aga Slowik, Benjamin Charles Aubin, David Lopez-Paz
October 08, 2021
July 10, 2018
RESEARCH
COMPUTER VISION
Optimizing the Latent Space of Generative Networks
Piotr Bojanowski, Armand Joulin, Arthur Szlam, David Lopez-Paz
July 10, 2018
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