PhD students | Axis 1

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)

Research project
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)

Research project
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)

Research project
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)

Research project
Geometry, stratification and applications of structured correlation matrices

#Hashtags 
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Affiliation
Inria, Epione

Seydina Niang (Chair of C. Bouveyron)

Research project
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)

Research project
Classifiers on random graphs with applications to social networks and image processing

#Hashtags 
DeepHet

Affiliation
Inria, NEO

Xufeng Zhang (Chair of G. Neglia)

Research project
Incentives for Federated Learning

#Hashtags 
Machine Learning, Optimization, Online Caching

Affiliation
Inria, NEO

Giacomo Zamprogno (Chair of S.Villata)

Research project
Hybrid Argument Mining and Reasoning

#Hashtags 
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Affiliation
CNRS

Greta Damo (Chair of E. Cabrio)

Research project
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)

Research project
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)

Research project
Hybridation of Constraint Programming and Language Model

#Hashtags 
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Affiliation
Université Côte d'Azur