Post-doctoral Students

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
Laboratoire J. A. Dieudonné, UCA & CNRS

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
UCA, LEAT

 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

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, Data Shape

Daniel Inzunza (Chair of P. Goatin)

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

#Hashtags 
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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 
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Affiliation
UCA, TIRO

Vladimir Krajnak (Chair of F. Cazals)

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

#Hashtags 
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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, I3S

Aude Sportisse (P-A. Mattei)

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

#Hashtags 
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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-Bouyret)

Research project
Testing Mean-Field behavior

#Hashtags 
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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

Martjin 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
UCA, Laboratoire Lagrange & Géoazur

Sixin Zhang (Chair of L. Blanc-Féraud)

Research project
Deep Learning for extracellular matrix analysis from biological multispectral images

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

Affiliation
CNRS, i3S

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, Athena