Ramchandran Muthukumar

3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

COLT (1) CVPR (1) NIPS (1)

Top co-authors

Jeremias Sulam (3) Ambar Pal (1) Raman Arora (1) René Vidal (1)

Keywords

adversarial robustness (2) sparse coding (1) generalization bound (1) image corruption (1) relu network (1) robustness certificate (1) hidden layer activation (1) threat model (1) dictionary learning (1) over-parametrized network (1)

Papers

Disentangling Safe and Unsafe Image Corruptions via Anisotropy and Locality CVPR 2025

Sparsity-aware generalization theory for deep neural networks COLT 2023

Adversarial Robustness of Supervised Sparse Coding NIPS 2020