Eshaan Nichani

Quantitative Bounds for Length Generalization in Transformers

Emergence and scaling laws in SGD learning of shallow neural networks

Understanding Factual Recall in Transformers via Associative Memories

Learning Hierarchical Polynomials of Multiple Nonlinear Features