Reunion Pedagogique Master IA 2020-2021

Thursday July 16

16h - Isabelle Guyon - Review of the IA master parcourse [Youtube video]

16h20 - Benoît Groz - PRE3 Datacomp1, TC6 Datacomp2.

16h40 - Anne Auger et Dimo Brockhoff - PRE2 Math for DS, TC2 Optimization, OPT 7 Advanced Optimization and Automated Machine Learning (reprise par Isabelle Guyon et Zhen Xu).

17h05 - Benjamin Donnot et Laurent Cetinsoy - PRE4 Scientific programming. [syllabus]

17h20 - Michèle Sebag et François Landes - TC0 Machine Learning 1, OPT3 Reinforcement Learning.

17h40 - Caio Corro - TC1 Machine learning 2, TC4 Probabilistic Generative Models, OPT4 Deep Learning, OPT11 Deep learning for NLP.

18h10 - Kim Gerdes - TC3 Information Retrieval, OPT8 History of AI, OPT5 Voice Recongnition and Automatic Language Processing

18h35 - Antoine Cornuejols - Learning Theory and Advanced Machine Learning

18h50 - Wrap up and questions

19h - Adjourn

Links and resources:

- Pad to exchange ideas and syllabus

- E-campus

- Voeux. login: <votre prénom> <un espace> <votre nom>.passwd: Voeux-2010

- Outils d'enseignement en distanciel

- FAQ master IA

- Deep learning in practice (Guillaume Charpiat)

Monday July 20

16h - Isabelle Guyon - Brief introduction and Projects A&B (with Adrien Pavao, Kim Gerdes, Marc Evrard)

16h20 - Marie-Anne Poursat - PRE1 Applied Statistics

16h35 - Marc Evrard & Adrien Pavao - OPT 9 Datacamp

16h50 - Matthieu Kowalski - TC5 Signal Processing

17h05 - Guillaume Charpiat - OPT 13 Information Theory

17h20 - Francois Yvon - OPT1 Graphical Models, OPT14 Multilingual Natural Language Processing.

17h40 - Anne Vilnat - OPT12 Text Mining and Chatbots

17h55 - Antoine Manzanera et Isabelle Bloch - OPT2 Image Understanding, OPT10 Image Mining.

18h15 - General discussion

19h - Adjourn