Julien Aubert (Chair of P. Reynaud-Bouret)
Research project
Estimating the learning process of the brain
#Hashtags
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Affiliation
CNRS, LJAD
Zakarya El Khiyati (J. Bec)
Research project
Reinforcement learning for the optimal locomotion of micro-swimmers in a complex chaotic environment
#Hashtags
Flagellated micro-swimmers, reinforcement learning, turbulence, optimization, active particles
Affiliation
Inria
Antonia Ettore (C. Faron)
Research project
Artificial Intelligence for Education and Training: Knowledge Representation and Reasoning for the Development of Intelligent Services in Pedagogical Web Environments
#Hashtags
Education, Learning, Semantic Web, Graph Embeddings
Affiliation
Université Côte d'Azur, I3S
Rémi Felin (Chair of A. Tettamanzi)
Research project
Evolutionary Axiom Discovery from Knowledge Graph
#Hashtags
Semantic web, Knowledge graphs, possibility theory, evolutionary algorithms
Affiliation
Université Côte d'Azur, i3S
Pierpaolo Goffredo (Chair of S. Villata)
Research project
Natural language counter argumentation to fight online disinformation
#Hashtags
Natural Language Processing, Argument Mining, Deep Learning, Machine Learning, Computational Linguistics, Political Debates
Affiliation
CNRS, i3S
William Hammersley (Chair of F. Delarue)
Research project
Stochastic Partial Differential Equations, Mean Field Stochastic Particle Systems, Theoretical Analysis of Machine Learning Algorithms
#Hashtags
Stochastic Partial Differential Equations, Mean Field Stochastic Particle Systems, Theoretical Analysis of Machine Learning Algorithms
Affiliation
UCA, LJAD
Etrit Haxholli (Chair of M. Lorenzi)
Research project
Exploring latent dynamical models for failure prediction in time-series of high-dimensional and heterogeneous data
#Hashtags
Anomaly Detection, Failure Prediction, Time Series, Latent Dynamical Models
Affiliation
Inria, Epione
Kristof Huszar (Chair of J-D. Boissonnat)
Research project
Computational Geometry Learning in Non-Linear Spaces
#Hashtags
3 Dimensional Manifolds, Algorithmic Efficiency, Computational Complexity, Decompositions of Manifolds
Affiliation
Inria
Victor Jung (Chair of J-C. Régin)
Research project
Learning of Hidden Constraints
#Hashtags
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Affiliation
Université Côte d'Azur, I3S
Bogdan Kozyrskiy (Chair of M. Filippone)
Research project
Freedom of speech challenged by the moderating power of digital platforms
#Hashtags
Law, Artificial Intelligence, Freedom of Speech, Content Moderation, EU Intermediary Liability Framework, Fondamental Rights
Affiliation
EURECOM
Dingge Liang (Chair of C. Bouveyron)
Research project
Generative deep learning for network analysis
#Hashtags
Latent Generative Models, Representations Learning, Variational Auto-Encoders, Graph Neural Networks
Affiliation
Université Côte d'Azur, Inria
David Loiseaux (Chair of J-D. Boissonnat)
Multivariate topological data analysis for statistical machine learning
#Hashtags
Topological and Geometrical Data Analysis, Persistent Homology, Geometric Inference, Machine Learning
Affiliation
Inria, Data Shape
Giulia Marchello (Chair of C. Bouveyron)
Research project
Statistical learning from dynamic bipartite networks with heterogeneous edges
#Hashtags
Co-clustering, Pharmacovigilance, Dynamic Count Matrices, Latent Block Model, Heterogeneous Data
Affiliation
Inria, MAASAI
Santiago Marro (Chair of S. Villata)
Argument-based explanatory dialogues for medicine
#Hashtags
NLP, Argument Mining, Argument Generation, Machine Learning, Deep Learning, Computational Linguistics
Affiliation
CNRS
Benjamin Ocampo (Chair of Elena Cabrio)
Research project
Automatic detection of abusive content
#Hashtags
Natural Language Processing, Machine Learning, Argument Mining, Hate Speech Detection, Natural Language Generation
Affiliation
Université Côte d'Azur, I3S
Celian Ringwald (Chair of Fabien Gandon)
Research project
Learning RDF pattern extractors for a language from dual Wikipedia/LOD databases
#Hashtags
Semantic web, Knowledge graphs, NLP, Computational Linguistics, Deep Learning
Affiliation
Inria, I3S
Angelo Rodio (Chair of G. Neglia)
Research project
Sustainable distributed machine learning
#Hashtags
Machine Learning, Consensus-based Distributed Optimization, Energy Footprint, Environmental Sustainability, Renewable Energies
Affiliation
Inria, NEO
Stefan Sarkadi (Chair of F. Gandon)
Research project
Knowledge-sharing in Open Multi-Agent Systems
#Hashtags
Multi-agent Systems, Web Agents, AI for Knowledge Sharing
Affiliation
Inria
Boris Shminke (Chair of C. Simpson)
Research project
AI for finite algebraic structures
#Hashtags
Semigroups, Finite Structures, Universal Algebra, Denoising Autoencoders, Automated Theorem Proving, Reinforcement Learning
Affiliation
CNRS, LJAD
Aude Sportisse (Chair of P-A. Mattei)
Research project
Handling missing data with deep learning, applications to cancer prognosis
#Hashtags
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Affiliation
Inria
Riccardo Taiello (Chair of M. Lorenzi)
Research project
Data Structuration and Security in Large Scale Collaborative Healthcare Data Analysis
#Hashtags
Federated Learning, Privacy-enhancing technologies, Medical Imaging
Affiliation
Inria, Epione
Athanasios Vasileiadis (Chair of F. Delarue)
Research project
Mean field approach to MARL (Multi Agent Reinforcement Learning)
#Hashtags
Mean Field Games, Mean Field Control, Reinforcement Learning, N-player Games, Stochastic Games, Exploration Noise
Affiliation
Université Côte d'Azur, LJAD
Cédric Vincent-Cuaz (Chair of R. Flamary)
Research project
Optimal Transport for structured data
#Hashtags
Machine Learning, Optimal Transport, Structured Data, Graph Representation Learning
Affiliation
Université Côte d'Azur