synthetic experiments

4 papers

• Demystifying Spectral Feature Learning for Instrumental Variable Regression
• From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers
• GST-UNet: A Neural Framework for Spatiotemporal Causal Inference with Time-Varying Confounding
• When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective