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 (Louis-Félix 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 Xavier Pennec)

Research project
Geometry, stratification and applications of structured correlation matrices

#Hashtags 
Differential geometry, Geometric statistics, Neuroimaging

Affiliation
Inria, Epione

Greta Damo (Chair of Elena 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 Vincent 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

Aakash Kumar (Chair of Emanuele Natale)

Research project
Efficiency, Structure and Representataion in Neural Networks

#Hashtags 
Neural Networks, Pruning, Quantization, Hopfield Networks

Affiliation
CNRS, INRIA, Université Côte d'Azur - i3S

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

Tùng Nguyen (Chair of Samuel Vaiter)

Research project
Adaptive method for safe machine learning

#Hashtags 
Distributional robust optimization, Adaptive method, Machine learning

Affiliation
Université Côte d'Azur, LJAD - CNRS

Seydina Niang (Chair of Charles 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 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

Margaux Schmied (Chair of Jean-Charles 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 Giovanni Neglia)

Research project
Incentives for Federated Learning

#Hashtags 
Machine Learning, Optimization, Online Caching

Affiliation
Inria, NEO