Eshaan Nichani

3

Papers

18

Total Citations

Papers (3)

Emergence and scaling laws in SGD learning of shallow neural networks

NeurIPS 2025arXiv

Learning Hierarchical Polynomials with Three-Layer Neural Networks

How Transformers Learn Causal Structure with Gradient Descent