Alumni

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

Research project
Interactions between Pure Mathematics and Artificial Intelligence

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

Affiliation
CNRS, LJAD

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

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

Affiliation
CNRS

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

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

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
Université Côte d'Azur, LJAD

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

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

Research project
Statistical Learning for multimodal registration medical images

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

Affiliation
Inria, Epione

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

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

Research project
Computational Geometry Learning in Non-Linear Spaces

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

Affiliation
Inria

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

Research project
Learning of Hidden Constraints

#Hashtags 
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Affiliation
Université Côte d'Azur, I3S

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

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

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

#Hashtags
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Affiliation
Inria

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

Research project
Representation of the environment in autonomous driving applications

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

Affiliation
Inria, ACENTAURI

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

Research project
Argument-based explanatory dialogues for medicine

#Hashtags 
NLP, Argument Mining, Argument Generation, Machine Learning, Deep Learning, Computational Linguistics

Affiliation
CNRS

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

Research project
Sustainable distributed machine learning

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

Affiliation
Inria, NEO

Research project
Knowledge-sharing in Open Multi-Agent Systems

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

Affiliation
Inria

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

Research project
AI for finite algebraic structures 

#Hashtags 
Semigroups, Finite Structures, Universal Algebra, Denoising Autoencoders, Automated Theorem Proving, Reinforcement Learning

Affiliation
CNRS, LJAD

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

Research project
Data Structuration and Security in Large Scale Collaborative Healthcare Data Analysis

#Hashtags 
Federated Learning, Privacy-enhancing technologies, Medical Imaging

Affiliation
Inria, Epione

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

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

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

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

Research project
Optimal Transport for structured data

#Hashtags
Machine Learning, Optimal Transport, Structured Data, Graph Representation Learning

Affiliation
Université Côte d'Azur

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

Research project
AI-based Computational Brain Connectomics

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

Affiliation
Inria