This thematic quarter aims to underline the interactions between Statistical, Probability Theory, Causal Inference theory, and theoretical computer science methods for causal inference. It will enable researchers, students, and practitioners to explore a rich and cross-disciplinary topic. This thematic quarter will explore topics related to, but not limited to:
- Causal discovery
- Causal learning and control problems
- Theoretical foundation of causal inference
- Causal inference and active learning
- Causal learning in low data regime
- Reinforcement learning
- Causal machine learning
- Causal generative models
- Benchmark for causal discovery and causal reasoning
During this quarter, several colloquia and schools will be organized, and some satellite events will be scheduled.
Au cours de ce trimestre, plusieurs colloques et écoles ont été organisés, et quelques événements satellites programmés.
Steering Committee
- Marianne Clausel, Université de Lorraine
- Emilie Devijver, CNRS & Université Grenoble Alpes
- Eric Gaussier, Université Grenoble Alpes
- Alessandro Leite, TAU, Inria, Université Paris-Saclay
- Georges Oppenhein, Université Paris-Saclay
- Michèle Sébag, TAU, CNRS & UNiversité Paris Saclay
When ?
| Spring School on Causality | From March 28th to March 31st, 2023 | |
| Opening Session of the Thematic Quarter on Causality | From April 11th, 2023 | |
| When Causal Inference meets Statistical Analysis | From April 17th to April 21st, 2023 | |
| Fundamental Challenges in Causality | From May 9th to May 12th, 2023 | |
| Causality in Practice | From June 12th to June 16th, 2023 | |
| Study Week on Causal Inference for Industry | From July 3rd to July 7th, 2023 | |
| Tools for Causality | From September 24th to September 29th, 2023 |
Where ?
- Sorbonne Center for Artificial Intelligence (SCAI), Paris, France
- Institut Henri Poincaré, Paris, France
- Conservatoire National des Arts et Métiers, Paris, France
- Université Grenoble Alpes, Grenoble, France
- Institut Pascal, Orsay, France
- L’Escandille, Autrans-Méaudre-en-Vercors, France
Recordings
The symposia have been recorded and will be available soon.
Audiences
- Conferences for a broad specialist audience
- Organized and free discussions for invited speakers and selected participants
- Colloquium for a wide audience
