Breast Cancer Diagnosis by Higher-Order Probabilistic Perceptrons. - Aditya Cowsik; John W. Clark 001 (CoRR, 2019)

Flatter, faster: scaling momentum for optimal speedup of SGD. - Aditya Cowsik; Tankut Can; Paolo Glorioso (CoRR, 2022)

Geometric Dynamics of Signal Propagation Predict Trainability of Transformers. - Aditya Cowsik; Tamra Nebabu; Xiao-Liang Qi; Surya Ganguli (CoRR, 2024)

The Persian Rug: solving toy models of superposition using large-scale symmetries. - Aditya Cowsik; Kfir Dolev; Alex Infanger (CoRR, 2024)

Towards Distributed Neural Architectures. - Aditya Cowsik; Tianyu He; Andrey Gromov (CoRR, 2025)