high-dimensional asymptotics

3 papers

• How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs
• PCA++: How Uniformity Induces Robustness to Background Noise in Contrastive Learning
• The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks