Ramchandran Muthukumar

11 papers A* 3Journal 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Disentangling Safe and Unsafe Corruptions via Anisotropy and Locality. CoRR Ramchandran Muthukumar, Ambar Pal, Jeremias Sulam, René Vidal
2025	A*	`conf`	Disentangling Safe and Unsafe Image Corruptions via Anisotropy and Locality. CVPR Ramchandran Muthukumar, Ambar Pal, Jeremias Sulam, René Vidal
2023	J	`jnl`	Adversarial Robustness of Sparse Local Lipschitz Predictors. SIAM J. Math. Data Sci. Ramchandran Muthukumar, Jeremias Sulam
2023	A*	`conf`	Sparsity-aware generalization theory for deep neural networks. COLT Ramchandran Muthukumar, Jeremias Sulam
2023	J	`jnl`	Sparsity-aware generalization theory for deep neural networks. CoRR Ramchandran Muthukumar, Jeremias Sulam
2022	J	`jnl`	Adversarial robustness of sparse local Lipschitz predictors. CoRR Ramchandran Muthukumar, Jeremias Sulam
2021	J	`jnl`	Randomized Sketching Algorithms for Low-Memory Dynamic Optimization. SIAM J. Optim. Ramchandran Muthukumar, Drew P. Kouri, Madeleine Udell
2020	J	`jnl`	A Study of Neural Training with Non-Gradient and Noise Assisted Gradient Methods. CoRR Anirbit Mukherjee, Ramchandran Muthukumar
2020	A*	`conf`	Adversarial Robustness of Supervised Sparse Coding. NeurIPS Jeremias Sulam, Ramchandran Muthukumar, Raman Arora
2020	J	`jnl`	Adversarial Robustness of Supervised Sparse Coding. CoRR Jeremias Sulam, Ramchandran Muthukumar, Raman Arora
2020	J	`jnl`	Guarantees on learning depth-2 neural networks under a data-poisoning attack. CoRR Anirbit Mukherjee, Ramchandran Muthukumar