Julien Aubert (Chair of P. Reynaud-Bouret)

Research project
Estimating the learning process of the brain

#Hashtags 
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Affiliation
CNRS, LJAD

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 & CNRS wimmics team

Christos Bountzouklis (Chair of E. Di Bernardino)

Research project
The official title right now is: Real-time forest fire hazard and vulnerability modeling

#Hashtags 
Natural Hazards, Geomatics, Machine Learning

Affiliation
CNRS, LJAD

Julie Charpenet (Chair of M. Teller)

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
UCA, GREDEG

Antoine Collin (Chair of P. Barbry)

Research project
Automatic celltype annotation for atlas construction

#Hashtags 
Single Cell, Transcriptomic, Deep Learning, Cell Annotation, Lung Cell Aatlas

Affiliation
IMPC, CNRS

Ryan Cotsakis (Chair of E. Di Bernardino)

Research project
Open problems in spatio-temporal extreme-value modeling

#Hashtags 
Macroscopic Traffic Flow Models, Hyperbolic Conservation Laws, Uncertainty Quantification, Bayesian Calibration, Parameter Estimation

Affiliation
UCA, LJAD

Hind Dadoun (Chair of N. Ayache)

Research project
AI-based real-time diagnostic aid for abdominal organs in ultrasound

#Hashtags 
Ultrasound, Medical Image Analysis, Computer Vision, Deep Learning

Affiliation
Inria, Epione

Antonia Ettorre (Catherine 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
UCA, i3S

Zhijie Fang (Chair of N. Ayache)

Research project
Statistical Learning for multimodal registration medical images

#Hashtags 
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Affiliation
Inria

Erit 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

Ashwin James (Alexandre Muzy)

Research project
Modeling and neuromorphic simulation of learning individuals based on the interaction between behavioral and neuronal activities

#Hashtags 
Computational Neuroscience, Reinforcement Learning, Neuromorphic Computing

Affiliation
CNRS, I3S

Victor Jung (Chair of J-C. Régin)

Research project
Learning of Hidden Constraints

#Hashtags 
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Affiliation
UCA, I3S

Victoriya Kashtanova (Chair of M. Sermesant)

Research project
Learning Cardiac 3D Electromechanical Dynamics with PDE-based Physiological Constraints for Data-Driven Personalized Predictions in Cardiology

#Hashtags 
Cardio, Electrophysiology, Deep learning, Simulation

Affiliation
Inria, Epione

Yacine Khacef (Chair of C. Richard)

Research project
Distributed dark fiber optic sensing for smart cities monitoring

#Hashtags 
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Affiliation
UCA, Lagrange

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
UCA, GREDEG

Huiyu Li (Chair of H. Delingette)

Research project
Machine Learning Methods for the Anonymization of health Data

#Hashtags 
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Affiliation
Inria, EPIONE

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
UCA, Inria - MAASAI

David Loiseau (Chair of J-D. Boissonnat)

Research project
Multivariate topological data analysis for statistical machine learning

#Hashtags 
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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
CNRS, 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
UCA, Inria, CNRS, Laboratoire J.A.Dieudonné, 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

Artem Mulukiov (Chair of B. Miramond)

Research project
Confrontation of self-organizing maps and neural networks A spikes for embodied calculus inspired by the brain

#Hashtags
Self-organizing Maps, Spiking Neural Networks, Braininspired Computing, Embodied Computing, Neuromorphic Engineering

Affiliation
UCA, LEAT

Angelo Rodio (G. Neglia)

Research project
Sustainable distributed machine learning

#Hashtags
Machine Learning, Consensus-based Distributed Optimization, Energy Footprint, Environmental Sustainability, Renewable Energies

Affiliation
Inria, NEO

Hugo Schmutz (Chair of O. Humbert)

Research project
Predicting immunotherapy response of lung cancer patients using deep semi-supervised learning

#Hashtags 
Semi supervised Learning, Immunotherapy, Control Variates

Affiliation
UCA, Centre Antoine-Lacassagne

Boris Schminke (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

Vasiliki Stergiopoulou (Chair of L. Blanc-Féraud)

Research project
Learning and optimization for 3D+T super-resolution in fluorescent microscopy

#Hashtags 
Optimization, Inverse Problems, Fluorescent Microscopy, Super-Resolution, Deep-Learning, Image Processing

Affiliation
CNRS, I3S

Valeriya Strizhkova (Chair of F. Bremond)

Research project
Emotion Detection using Deep Learning

#Hashtags 
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Affiliation
Inria, STARS

Amir Hossein Takavoli (S. Demassey)

Research project
Hybrid combinatorial optimization and machine learning algorithms for energy-efficient water networks

#Hashtags
Combinatorial Optimization, Integer Nonlinear Programming, Machine Learning, Pump Scheduling, Network Design, Water Networks

Affiliation
MINES, CMA

Romain Tissot (Chair of J-P. Merlet)

Research project
Using IA and cable-driven parallel robots for the assistance to frail people and medical monitoring

#Hashtags 
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Affiliation
Inria, HEPAHISTOS

Paul Tourniaire (Chair of H. Delingette)

Research project
AI-based selection of imaging and biological markers predictive of therapy response in lung cancer

#Hashtags 
Histopathology, Deep Learning, Multi-omics Data

Affiliation
Inria, Asclepios

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
UCA, LJAD

Cedric 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

Alexandra Würth (Chair of P. Gaotin)

Research project
AI for road traffic modeling and management

#Hashtags 
Macroscopic Traffic Flow Models, Hyperbolic Conservation Laws, Uncertainty Quantification, Bayesian Calibration, Parameter Estimation

Affiliation
Inria, Acumes

Tong Zhao (Chair of P. Alliez)

Research project
Learning priors and metrics for 3D reconstruction of large-scale scenes

#Hashtags 
Surface Reconstruction, Learning Priors

Affiliation
Inria, Titane

Liu Zimming (Philippe Martinet)

Research project
Representation of the environment in autonomous driving applications

#Hashtags 
Deep Learning, Visual Depth Estimation, Localization, Optimization

Affiliation
Inria, CHORAL