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Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 501 à 510 sur 1555 au total

Machine Learning

Learning to Mitigate Externalities: the Coase Theorem with Hindsight Rationality

In economic theory, the concept of externality refers to any indirect effect resulting from an interaction between players that affects the social welfare. Most of the models within which externality has been studied assume that agents have perfect…

Antoine Scheid, Aymeric Capitaine, Etienne Boursier, Eric Moulines, Michael I Jordan, Alain Durmus

NeurIPS 2024 - The Thirty-Eighth Annual Conference on Neural Information Processing Systems -

Computer Science

DGChain: Data control version for trustworthy reproducibility with Blockchain

This work presents the DGChain (Data-Git-for Blockchain) project. This Python package allows version control of data in blockchain and IPFS based on a DAO (decentralized autonomous organization) for managing data in the development cycles of…

Jose Armando Hernandez Gonzalez

The Sixth International Conference on Blockchain Computing and Applications (BCCA 2024) -

Computer Science

OVD-SaaS: Online Verifiable Data Science as a Service, an architecture of microservices for industrial artificial-intelligence applications: Architecture and study cases

There is a growing concern about credibility and trustworthiness in results and claims of research in computational data science, and at the same time, difficulty in taking those results to MVP (Minimum viable product) in technology transfer from…

Jose Armando Hernandez Gonzalez, Thibaut Germain, Billel Yadoughi, Miguel Colom

2024 Sixth International Conference on Intelligent Computing in Data Sciences (ICDS) -

Computer Science

A blockchain-based unified PID with applications in healthcare

This work proposes DOIschain, a decentralized blockchain-based architecture to generate and store persistent, immutable, and perennial identifiers for digital objects (IDO) for the final products of computational scientific research. A supra…

Jose Armando Hernandez Gonzalez, Miguel Colom

The Sixth International Conference on Blockchain Computing and Applications (BCCA 2024) -

Engineering Sciences

Advanced Studies in the Mathematical Theory of Scattering (Introduction chapter/excerpt)

We present here the contents and the introduction chapter of our book, 'Advanced Studies in the Mathematical Theory of Scattering', recently published. This book is a collection of independent mathematical studies, describing the analytical…

Jml , Jean-Michel L. , Bernard

Advanced Studies in the Mathematical Theory of Scattering (extract) -

Mathematics

The matching problem between functional shapes via a BV penalty term: a Γ-convergence result

The matching problem often arises in image processing and involves finding a correspondence between similar objects. In particular, variational matching models optimize suitable energies that evaluate the dissimilarity between the current shape and…

G Nardi, B Charlier, A Trouvé

Interfaces and Free Boundaries : Mathematical Analysis, Computation and Applications -

Computer Science

Rethinking the AI Startups creation business and management model

We present the OVD-SaaS business MVP-centered model for startup creation in an effective, optimal, and efficient integration and articulation of the main artificial intelligence ecosystem actors. It allows for an accelerated technological transfer…

Jose Armando Hernandez Gonzalez, Miguel Colom

2024 International Conference on Engineering Management of Communication and Technology (EMCTECH) -

Sensory Organs

Method to Quickly Map Multifocal Pupillary Response Fields (mPRF) Using Frequency Tagging

We present a method for mapping multifocal Pupillary Response Fields in a short amount of time using a visual stimulus covering 40° of the visual angle divided into nine contiguous sectors simultaneously modulated in luminance at specific,…

Jean Lorenceau, Suzon Ajasse, Raphael Barbet, Muriel Boucart, Frédéric Chavane, Cédric Lamirel, Richard Legras, Frédéric Matonti, Maxence Rateaux, Jean-François Rouland, José-Alain Sahel, Laure Trinquet, Mark Wexler, Catherine Vignal-Clermont

Vision -

Computer science

Adapting MIMO video restoration networks to low latency constraints

MIMO (multiple input, multiple output) approaches are a recent trend in neural network architectures for video restoration problems, where each network evaluation produces multiple output frames. The video is split into non-overlapping stacks of…

Valéry Dewil, Zhe Zheng, Arnaud Barral, Lara Raad, Nao Nicolas, Ioannis Cassagne, Jean-Michel Morel, Gabriele Facciolo, Bruno Galerne, Pablo Arias

The 35th British Machine Vision Conference -