Causal Inference Courses
Valence Labs via YouTube Linear Causal Representations from Interventions under General Nonlinear Mixing
Valence Labs via YouTube Causal Representation Learning via Soft Interventions
Valence Labs via YouTube Harnessing Geometric Signatures in Causal Representation Learning
Valence Labs via YouTube The Statistical Structure of Identifiable Generative Models
Valence Labs via YouTube Identifiability of Causal Models and Applications to Perturb-Seq Data
Valence Labs via YouTube Large-Scale Differentiable Causal Discovery of Factor Graphs - Lecture and Primer
Broad Institute via YouTube GRN-Guided Simulation of Single-Cell RNA-Seq and Primer on Causal GANs
Broad Institute via YouTube Deep End-to-end Causal Inference and Introduction to Causal Discovery
Broad Institute via YouTube Inferring Causal Cell Types Driving Human Disease and Complex Traits - MPG Primer 2023
Broad Institute via YouTube