PhD students | Axis 1

Axis 1: Core Elements of AI

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
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Madina Bekbergenova (L-F. Nothias)

Research project
Deep reinforcement learning for metabolomics mass spectrometry data acquisition

#Hashtags 
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Affiliation
Institut de Chimie de Nice (ICN) 
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Olivier Bisson (Chair of X. Pennec)

Research project
Geometry, stratification and applications of structured correlation matrices

#Hashtags 
Differential geometry, Geometric statistics, Neuroimaging

Affiliation
Inria, Epione

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

Deborah Dore (Chair of Serena Villata)

Research project
Mining arguments in political debates over time

#Hashtags 
Natural Language Processing, Argument Mining,  Political Debates

Affiliation
CNRS, I3S

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

Maya Guy (Chair of Vincent Vandewalle)

Research project
Development of machine learning methods to identify dynamical asteroid families

#Hashtags 
Clustering, Asteroids, Unsupervised Learning

Affiliation
Université Côte d'Azur, Maasai

Louis Hauseux (Konstantin Avrachenkov)

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

#Hashtags 
DeepHet

Affiliation
Inria, NEO

Guillaume Méroué (Chair of Fabien Gandon)

Research project
Decentralized coordination of intelligent processes to improve the quality of a collection of knowledge graphs

#Hashtags 
Knowledge Graph,  Intelligent Process, Neurosymbolic AI, Agents

Affiliation
Inria, UCA, CNRS, I3S

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

Raphaël Razafindralambo (Chair of Pierre-Alexandre Mattei)

Research project
Ensembles of deep generative models

#Hashtags 
Generative models, Deep learning, Image processing

Affiliation
Inria, Maasai

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

Margaux Schmied (Chair of J-C. Régin)

Research project
Hybridation of Constraint Programming and Language Model

#Hashtags 
Constraint Programming, Consistency, Arc Consistency, Global Constraint, Cardinality Constraint

Affiliation
Université Côte d’Azur, CNRS, I3S

Xufeng Zhang (Chair of G. Neglia)

Research project
Incentives for Federated Learning

#Hashtags 
Machine Learning, Optimization, Online Caching

Affiliation
Inria, NEO