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, Fundamental Rights

Affiliation
Université Côte d'Azur, GREDEG

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 Ettore (C.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
Université Côte d'Azur, 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

Bogdan Kozyrskiy (Chair of M. Filippone)

Research project
/

#Hashtags 
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Affiliation
EURECOM

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
Université Côte d'Azur, Inria

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

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

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
Université Côte d'Azur, 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

Edouard Balzin (Chair of C. Simpson)

Research project
Interactions between Pure Mathematics and Artificial Intelligence

#Hashtags
Semigroups, Categories, Topological Data Analysis, Persistent Homology, Metric Space

Affiliation
CNRS, LJAD

Andrea Castagnetti (Chair of B. Miramond)

Research project
Deep spiking neural networks for image denoising in smartphones

#Hashtags
Image Denoising, Convolutional Neural Networks, Spiking Neural Networks, Bio-inspired AI, Neuromorphic Architectures, Power Consumption

Affiliation
Université Côte d'Azur, LEAT

Kristof Huszar (Chair of J-D. Boissonnat)

Research project
Computational Geometry Learning in Non-Linear Spaces

#Hashtags
3 Dimensional Manifolds, Algorithmic Efficiency, Computational Complexity, Decompositions of Manifolds

Affiliation
Inria

Vladimir Krajnak (Chair of F. Cazals)

Research project
Decoding the energy landscape: understanding and redesigning the emergent properties of a kinetic transition network

#Hashtags
/

Affiliation
Inria

Stefan Sarkadi (Chair of F. Gandon)

Research project
Knowledge-sharing in Open Multi-Agent Systems

#Hashtags
Multi-agent Systems, Web Agents, AI for Knowledge Sharing

Affiliation
Inria

Martijn Van Den Ende (Chair of C. Richard)

Research project
Distributed dark fiber optic sensing for smart cities monitoring

#Hashtags
Fiber Optic Sensing, Traffic Analysis, Urban Seismology

Affiliation
Université Côte d'Azur, Laboratoire Lagrange & Géoazur

Mauro Zuchelli (Chair of R. Deriche)

Research project
AI-based Computational Brain Connectomics

#Hashtags
Diffusion MRI, Spherical Harmonics, Brain Microstructure, Rotation Invariant Features

Affiliation
Inria

Christos Bountzouklis (Chair of E. Di Bernardino)

Research project
Forest fire risk mapping using geospatial analysis and machine learning

#Hashtags
Environmental Risks, Forest Fires, Geomatics, Machine Learning

Affiliation
CNRS

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

Victor Jung (Chair of J-C. Régin)

Research project
Learning of Hidden Constraints

#Hashtags 
/

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

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

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

Zhijie Fang (Chair of N. Ayache)

Research project
Statistical Learning for multimodal registration medical images

#Hashtags 
Multi-Modal Image Registration, Image-Guided Therapy.

Affiliation
Inria, Epione

Etrit 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

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
Université Côte d'Azur, Centre Antoine-Lacassagne

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
Université Côte d'Azur, LEAT

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

Amir Hossein Tavakoli (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

Alexandra Würth (Chair of P. Goatin)

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

Ziming Liu (Philippe Martinet)

Research project
Representation of the environment in autonomous driving applications

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

Affiliation
Inria, ACENTAURI

Alessandro Betti (Chair of M. Gori)

Research project
Lifelong Learning in Perception

#Hashtags 
/

Affiliation
UCA, Maasai

Suhanya Jayaprakasam (Chair of D. Gesbert)

Research project
Learning and coordination at the wireless edge in future Iot

#Hashtags 
/

Affiliation
EURECOM

 William Hammersley (Chair of F. Delarue)

Research project
Stochastic Partial Differential Equations, Mean Field Stochastic Particle Systems, Theoretical Analysis of Machine Learning Algorithms

#Hashtags 
Stochastic Partial Differential Equations, Mean Field Stochastic Particle Systems, Theoretical Analysis of Machine Learning Algorithms

Affiliation
UCA, LJAD

Daniel Inzunza (Chair of P. Goatin)

Research project
Advanced data-driven modelling for traffic flow accounting for emerging technologies

#Hashtags 
/

Affiliation
Inria, ACUMES

Thi Khuyen Le (Chair of O. Humbert)

Research project
Deep learning for the diagnosis of brain tumor recurrence based on 18F-DOPA PET images

#Hashtags 
/

Affiliation
UCA

Aude Sportisse (P-A. Mattei)

Research project
Handling missing data with deep learning, applications to cancer prognosis

#Hashtags 
/

Affiliation
Inria

Mohsen Tabejamaat (Chair of F. Bremond)

Research project
View invariant action recognition

#Hashtags 
Action Recognition, 3D Skeleton

Affiliation
Inria, STARS

Josué Tchouanti (Chair of P. Reynaud-Bouret)

Research project
Testing Mean-Field behavior

#Hashtags 
/

Affiliation
CNRS, LJAD

Ayse Unsal (Chair of M. Önen)

Research project
Adversarial learning and anonymisation for federated machine learning

#Hashtags 
Adversarial Classification, Differential Privacy

Affiliation
EURECOM