Concept
Constructivisme (relations internationales)
Publications associées (5)
Wasserstein Adversarial Regularization for learning with label noise
Devis Tuia, Sylvain Lobry, Nicolas Courty
Noisy labels often occur in vision datasets, especially when they are obtained from crowdsourcing or Web scraping. We propose a new regularization method, which enables learning robust classifiers in presence of noisy data. To achieve this goal, we propose ...
2021Chemiscope: interactive structure-property explorer for materials and molecules
Michele Ceriotti, Guillaume André Jean Fraux
The number of materials or molecules that can be created by combining different chemical elements in various proportions and spatial arrangements is enormous. Computational chemistry can be used to generate databases containing billions of potential struct ...
2020Mapping and classifying molecules from a high-throughput structural database
Michele Ceriotti, Félix Benedito Clément Musil, Sandip De, Teresa Ingram, Carsten Baldauf
High-throughput computational materials design promises to greatly accelerate the process of discovering new materials and compounds, and of optimizing their properties. The large databases of structures and properties that result from computational search ...
Biomed Central Ltd2017