PhD positions
CALL FOR APPLICATIONS 2023
- Remuneration: around 2650€ gross.
- Duration: 36 months
- Start of the thesis before the end of December 2023
- Teaching obligation: the 3IA PhD students are subject to a teaching obligation of 64 hours per year.
- Application need to be sent directly to the supervisor.
- List of open positions
- Axis 1: Core Elements of AI
- Machine Learning for Computer Simulation, Motonubu Kanagawa
- AI models hybridizing machine learning and argumentation to counter online misinformation and cyberbullying, Charles Bouveyron
- Deep Generative Models for the Joint Analysis of Networks and Continuous data, Charles Bouveyron
- Incentives for Federated Learning, Giovanni Neglia
- Identification of molecular patterns to inform about chemical safety, Vincent Vandewalle
- Argument Quality Assessment and Improvement, Serena Villata
- Hybrid Argument Mining and Reasoning, Serena Villata
- Argument-based counter narratives generation to fight online hate speech, Elena Cabrio
- Accounting for uncertainty in machine learning: generative, Bayesian, conformal?, Pierre-Alexandre Mattei
- Geometry, stratification and applications of structured correlation matrices, Xavier Pennec
- AI for archaeozoology: learning methods to identify and cluster faunal remains, Marco Corneli
- Predicting smell by physiologically inspired deep learning modelsI, Marco Gori
Axis 2: AI for Integrative Computational Medicine- Novel tensor decompositions for atrial fibrillation analysis, Vicente Zarzoso
- Semantic Modelling within Transformers for Action Detection in Untrimmed Videos, François Bremond
- Joint Learning from Medical Images & Text Reports – application to Ultrasound Imaging, Nicholas Ayache
- Machine and Deep Learning models for predicting response to immunotherapy in oncology from a federated multicenter database, Olivier Humbert
Axis 3: AI for Computational Biology and Bio-inspired AI- Attention mechanisms for graphical models, with applications to protein structure analysis, Frederic Cazals
- Identification of molecular patterns to inform about chemical safety, Vincent Vandewalle
- Spatial imaging of the human lung from health to pathologies, Pascal Barbry
- Super-resolution in fluorescence microscopy images by generative learning methods, Laure Blanc-Féraud
- Reconstruction of filaments in fluorescence microscopy by off-the-grid methods, Laure Blanc-Féraud
- Predicting smell by physiologically inspired deep learning modelsI, Marco Gori
Axis 4: AI for Smart and Secure Territories- Artificial intelligence for sustainable technological development, Marina Teller
- 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
- How to apply
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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.
Please note: start of the thesis before the end of December 2023
- Calendar
-
You are a 3IA Chairholder: here is your calendar
- Submission of a PhD thesis proposal by the 3IA Chairholder: deadline 28 April 2023
- Submission of the selected candidate's application by the Chairholder: deadline 26 May 2023
- 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_2023.pdf
- Evaluation from the Scientific Committee of the Institute: June 21st, 2023
Postdoctoral positions
CALL FOR APPLICATIONS 2023
- Remuneration: around 3120€ gross monthly according to experience.
- Duration: 24 months.
- Teaching: optional, to be decided with the supervisor.
- Application need to be sent directly to the supervisor.