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curriculum [2025/10/28 15:21] – [Transverse courses and projects] director-traicurriculum [2025/10/28 15:32] (current) – [Period 2] director-trai
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 ===== Second year (M2) ===== ===== Second year (M2) =====
  
 +No refresher courses are provided in the M2. All M2 courses are 24h and will credit 2 ECTS.
  
 ==== Period 1 ==== ==== Period 1 ====
  
-   +  * //Deep reinforcement learning and multi-agent systems// (CSC_53439_EP): Jesse Read, École polytechnique 
 +  * //Large language models// (CSC_53432_EP): Guokan Shang, MBZUAI 
 +  * //Privacy and uncertainty quantification// (APM_XXXX_EP): Paul Mangold, École polytechnique 
 +  * //Uncertainty quantification and Bayesian inference// (CSC_XXXX_EP) 
 +  * //Constrained (reinforcement) learning// (APM_XXXX_EP): Luiz F. O. Chamon, École polytechnique 
 +  * //Explainable AI// (APM_XXXX_EP)
 ==== Period 2 ==== ==== Period 2 ====
  
- +  * //Introduction to the verification of neural networks// (CSC_54441_EP): Eric Goubault and Sylvie Putot, École polytechnique 
 +  * //Operational research intersects ML for explainability, sustainability, and frugality// (CSC_XXXX_EP): Sonia Vanier, École polytechnique 
 +  * //Fundamentals of security and robustness for AI// (APM_XXXX_EP): El Mahdi El Mhamdi, École polytechnique 
 +  * //Bias and fairness// (APM_XXXX_EP): Solenne Gaucher, École polytechnique 
 +  * //Explainability, security, privacy of LLMs// (CSC_XXXX_EP): Davide Buscaldi, Université Sorbonne Paris Nord 
 +  * //Fighting disinformation and detecting fake news// (CSC_XXXX_EP): Ioana Manolescu, INRIA
  
 ==== Transverse courses and projects ==== ==== Transverse courses and projects ====
curriculum.1761664889.txt.gz · Last modified: 2025/10/28 15:21 by director-trai

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