Ramchandran Muthukumar

According to our database, Ramchandran Muthukumar authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Adversarial Robustness of Sparse Local Lipschitz Predictors.

Ramchandran Muthukumar, Jeremias Sulam

SIAM J. Math. Data Sci., December, 2023

Sparsity-aware generalization theory for deep neural networks.

Ramchandran Muthukumar, Jeremias Sulam

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2021

Randomized Sketching Algorithms for Low-Memory Dynamic Optimization.

Ramchandran Muthukumar, Drew P. Kouri, Madeleine Udell

SIAM J. Optim., 2021

2020

A Study of Neural Training with Non-Gradient and Noise Assisted Gradient Methods.

Anirbit Mukherjee, Ramchandran Muthukumar

CoRR, 2020

Guarantees on learning depth-2 neural networks under a data-poisoning attack.

Anirbit Mukherjee, Ramchandran Muthukumar

CoRR, 2020

Adversarial Robustness of Supervised Sparse Coding.

Jeremias Sulam, Ramchandran Muthukumar, Raman Arora

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020