Madhow, Upamanyu

3 publications

AISTATS 2024 Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective Bhagyashree Puranik, Ahmad Beirami, Yao Qin, Upamanyu Madhow

ICMLW 2023 Robust Deep Learning via Layerwise Tilted Exponentials Bhagyashree Puranik, Ahmad Beirami, Yao Qin, Upamanyu Madhow

NeurIPS 2015 Compressive Spectral Embedding: Sidestepping the SVD Dinesh Ramasamy, Upamanyu Madhow