Call for applications | PhD & Postdoctoral positions

• Machine Learning for Computer Simulation, Motonubu Kanagawa
• AI models hybridizing machine learning and argumentation to counter online misinformation and cyberbullying, Charles Bouveyron
• AI for archaeozoology:  learning methods to identify and cluster faunal remains, Marco Corneli
• Online detection of meta-stable states in dynamical systems: a two-sample test based approach, Frederic Cazals
• Development of machine learning methods to identify dynamical asteroid families, Vincent Vandewalle
• Decentralized coordination of intelligent processes to improve the quality of a collection of knowledge graphs, Fabien Gandon
• Deep Latent Variable Models for the Analysis of Massive Heterogenous Data, Charles Bouveyron
• Ensembles of deep generative models, Pierre-Alexandre Mattei

• Novel tensor decompositions for atrial fibrillation analysis, Vicente Zarzoso
• Semantic Modelling within Transformers for Action Detection in Untrimmed Videos, François Bremond
• Analysis of European National Health data to better understand the outcomes of patients with vascular diseases, Juliette Raffort-Lareyre
• Multimodal biomarker extraction for the prediction of lung cancer targeted therapy response, Hervé Delingette

• Real-time surgical assistant for dissection guidance, Nicholas Ayache / François Bremond

• Online detection of meta-stable states in dynamical systems: a two-sample test based approach, Frederic Cazals
• Identification of molecular patterns to inform about chemical safety, Vincent Vandewalle
• Predicting smell by physiologically inspired deep learning modelsI, Marco Gori

• AI models hybridizing machine learning and argumentation to counter online misinformation and cyberbullying, Charles Bouveyron
• Incentives for Federated Learning, Giovanni Neglia
• Attacks and Defenses against Federated Learning, Melek Önen
• Machine Learning methods for source separation in distributed fiber optic sensing data, Cédric Richard

You are a candidate: here is how to apply

The applicant must send the following documents directly to the Chairholder:

• Letter of recommendation of the supervisor indicated above.
• Curriculum vitæ.
• Motivation Letter.
• Academic transcripts of a master’s degree(s) or equivalent.
• At least, one letter of recommendation.

Deadline for submission of applications: September 20th, 2024
File to be uploaded on EasyChair
All the requested documents must be gathered and concatenated in a single PDF file named in the following format: LAST NAME of the candidate_Last Name of the supervisor_2024.pdf
Evaluation from the Scientific Committee of the Institute: October 18th, 2024

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2025 calendar

• Call 1

• Call 2

• Call 3