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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
393 papers
AMStraMGRAM: Adaptive Multi-cutoff Strategy Modification for ANaGRAM
Nilo Schwencke, Cyriaque Rousselot, Alena Shilova +1
Recent works have shown that natural gradient methods can significantly outperform standard optimizers when training physics-informed neural networks (PINNs). In this paper, we ana…
Fourier Analysis on the Boolean Hypercube via Hoeffding Functional Decomposition
Baptiste Ferrere, Nicolas Bousquet, Fabrice Gamboa +2
Fourier analysis on the Boolean hypercube is fundamentally defined as the orthogonal decomposition of the space of pseudo-Boolean functions with respect to the uniform probability…
Effective Energy, Interactions And Out Of Equilibrium Nature Of Scalar Active Matter
Antonin Brossollet, Etienne Lempereur, Stéphane Mallat +1
Estimating the effective energy, of a stationary probability distribution is a challenge for non-equilibrium steady states. Its solution could offer a novel framewor…
VR-CAD Framework for Parametric Data Modification with a 3D Shape-based Interaction
Yujiro Okuya, Nicolas Ladeveze, Cédric Fleury +1
In this poster, we present a new VR-CAD framework, allowing user to modify parametric CAD data with 3D interaction in an immersive environment. With this framework, users can impli…
Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees
Edgar Jaber, Vincent Blot, Nicolas Brunel +6
Gaussian processes (GPs) are a Bayesian machine learning approach widely used to construct surrogate models for the uncertainty quantification of computer simulation codes in indus…
AI Competitions and Benchmarks, Practical issues: Proposals, grant money, sponsors, prizes, dissemination, publicity
Magali Richard, Yuna Blum, Justin Guinney +2
This chapter provides a comprehensive overview of the pragmatic aspects involved in organizing AI competitions. We begin by discussing strategies to incentivize participation, touc…