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- Université Paris-SudFR237 papers
- Centre National de la Recherche ScientifiqueFR177 papers
- Institut national de recherche en sciences et technologies du numériqueFR105 papers
- Université Paris-SaclayFR70 papers
- Centre Inria de SaclayFR53 papers
- University of California, BerkeleyUS34 papers
- Institut d'Astrophysique SpatialeFR30 papers
- Université Paris DiderotFR30 papers
- Sapienza University of RomeIT27 papers
- Université Toulouse III - Paul SabatierFR27 papers
- University of California, DavisUS27 papers
- California Institute of TechnologyUS26 papers
8 papers · 1 filter
miditok: A Python package for MIDI file tokenization
Nathan Fradet, Jean-Pierre Briot, Fabien Chhel +2
Recent progress in natural language processing has been adapted to the symbolic music modality. Language models, such as Transformers, have been used with symbolic music for a vari…
Hoeffding decomposition of black-box models with dependent inputs
Marouane Il Idrissi, Nicolas Bousquet, Fabrice Gamboa +2
Performing an additive decomposition of arbitrary functions of random elements is paramount for global sensitivity analysis and, therefore, the interpretation of black-box models.…
High Throughput Training of Deep Surrogates from Large Ensemble Runs
Lucas Meyer, Marc Schouler, Robert Alexander Caulk +2
Recent years have seen a surge in deep learning approaches to accelerate numerical solvers, which provide faithful but computationally intensive simulations of the physical world.…
Scattering Spectra Models for Physics
Sihao Cheng, Rudy Morel, Erwan Allys +2
Physicists routinely need probabilistic models for a number of tasks such as parameter inference or the generation of new realizations of a field. Establishing such models for high…
Multifractality in spin glasses
Janus Collaboration, M. Baity-Jesi, E. Calore +21
We unveil the multifractal behavior of Ising spin glasses in their low-temperature phase. Using the Janus II custom-built supercomputer, the spin-glass correlation function is stud…
The notion of role in conceptual modelling
Chantal Reynaud, Nathalie Aussenac-Gilles, Pierre Tchounikine +1
In this article we analyse the notion of knowledge role. First of all, we present how the relationship between problem solving methods and domain models is tackled in different app…