Slides

Slides from the speakers can be downloaded at the links below.

• Aapo Hyvärinen, “Causal Discovery and Latent-Variable Models”
• Sebastien Lachapelle, “Partial Disentanglement via Mechanism Sparsity”
• Patrik Reizinger, “Multivariate Causal Discovery with General Nonlinear Relationships”
• Phillip Lippe, “Learning Causal Variables from Temporal Sequences with Interventions”
• Anirudh Goyal, “From Specialists to Generalists”
• Sander Beckers, “Causal Abstractions and Causal Representation Learning”
• Caroline Uhler, “Causal Imputation”
• Fabio Massimo Zennaro, “Abstraction between Structural Causal Models: A Review of Definitions and Properties”
• Yiping Wang, “Causal Class Activation Map for Weakly-Supervised Semantic Segmentation”
• Bernhard Schölkopf, “Desiderata for Causal Representations”
• Gemma Moran, “Identifiable Deep Generative Models via Sparse Decoding”

Recording

This is a recording of talks that took place in the second part of the workshop (after the lunch break); recordings of the first part of the workshop are unfortunately not available.