Fundamental Challenges in Causality

du 28 décembre 2022 au 12 mai 2023

Grenoble, France. From May 9th to May 12th. Location: IMAG Building. The Colloquium on Fundamental Challenges on Causality aims to encourage and highlight novel approaches to handle the challenges on causal inferences.

Image credit to Green Grenoble

Introduction

The Colloquium on Fundamental Challenges on Causality aims to encourage and highlight novel approaches to handle the challenges on causal inferences. The colloquium 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

This colloquium will several keynote speakers including Robin Evans, Hervé Isambert, Jakob Runge, Michèle Sebag, Ilya Shpitser, Mihaela Van der Schaar, and Kun Zhang. In addition, it will also include invite papers contributing to all aspects of causality. Accepted papers will be published online and presented either within an oral or a poster session.

Call for Contributions & more information about colloquium : Link to the website of the colloquium

Publié le 31 janvier 2023