Axis 1: Core Elements of AI
Ali Ballout (Chair of A. Tettamanzi)
Research project
Active Learning for Axiom Discovery
#Hashtags
Ontology Learning for the Semantic Web,Possibilistic OWL Axiom Scoring, Support Vector Clustering, Active learning
Affiliation
Inria & Université Côte d'Azur
Zakarya El Khiyati (Jérémie 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
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
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
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
Steve Malalel (Chair of J-C. Régin)
Research project
Decision-making process in a multi-objective environment including stochastic data
#Hashtags
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Affiliation
Université Côte d'Azur, I3S
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
Kevin Mottin (Chair of M. Gori)
Research project
Learning to Explain - Explain to Learn (L2EE2L)
#Hashtags
Knowledge Representation, Explainability, Deep Learning, Machine Learning
Affiliation
Université Côte d'Azur, I3S, Inria - Maasai
Benjamin Ocampo
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 F. 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
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
Davide Adamo (Marco Corneli)
AI for archaeozoology: learning methods to identify and cluster faunal remains
#Hashtags
Machine learning, Topological Data Analysis, Optimal Transport, Inter-active supervised learning, Unsupervised learning
Affiliation
Inria & CEPAM
Olivier Bisson (Chair of X. Pennec)
Geometry, stratification and applications of structured correlation matrices
#Hashtags
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Affiliation
Inria, Epione
Seydina Niang (Chair of C. Bouveyron)
Deep generative models for the joint analysis of network and continuous data
#Hashtags
DeepHet
Affiliation
Université Côte d'Azur, Inria - MAASAI
Louis Hauseux (Konstantin Avrachenkov)
Classifiers on random graphs with applications to social networks and image processing
#Hashtags
DeepHet
Affiliation
Inria, NEO
Xufeng Zhang (Chair of G. Neglia)
Incentives for Federated Learning
#Hashtags
Machine Learning, Optimization, Online Caching
Affiliation
Inria, NEO
Giacomo Zamprogno (Chair of S.Villata)
Hybrid Argument Mining and Reasoning
#Hashtags
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Affiliation
CNRS
Greta Damo (Chair of E. Cabrio)
Argument-based counter narratives generation to fight online hate speech
#Hashtags
Natural Language Processing, Machine Learning, Hate Speech, Data Mining
Affiliation
Université Côte d'Azur, Inria - WIMMICS
Mariam Grigoryan (Chair of V. Vandewalle)
Identification of molecular patterns to inform about chemical safety
#Hashtags
Natural Language Processing, Machine Learning, Hate Speech, Data Mining
Affiliation
Université Côte d'Azur, Inria - MAASAI
Margaux Schmied (Chair of J-C. Régin)
Hybridation of Constraint Programming and Language Model
#Hashtags
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Affiliation
Université Côte d'Azur