Ramchandran Muthukumar

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Dynamic Optimization

Person Re Identification

Top Venues

SIAM J. Math. Data Sci.

Publications

Ramchandran Muthukumar, Jeremias Sulam
Sparsity-aware generalization theory for deep neural networks. COLT (2023)
Ramchandran Muthukumar, Jeremias Sulam
Sparsity-aware generalization theory for deep neural networks. CoRR (2023)
Ramchandran Muthukumar, Jeremias Sulam
Adversarial Robustness of Sparse Local Lipschitz Predictors. SIAM J. Math. Data Sci. 5 (4) (2023)
Ramchandran Muthukumar, Jeremias Sulam
Adversarial robustness of sparse local Lipschitz predictors. CoRR (2022)
Ramchandran Muthukumar, Drew P. Kouri, Madeleine Udell
Randomized Sketching Algorithms for Low-Memory Dynamic Optimization. SIAM J. Optim. 31 (2) (2021)
Jeremias Sulam, Ramchandran Muthukumar, Raman Arora
Adversarial Robustness of Supervised Sparse Coding. CoRR (2020)
Jeremias Sulam, Ramchandran Muthukumar, Raman Arora
Adversarial Robustness of Supervised Sparse Coding. NeurIPS (2020)
Anirbit Mukherjee, Ramchandran Muthukumar
Guarantees on learning depth-2 neural networks under a data-poisoning attack. CoRR (2020)
Anirbit Mukherjee, Ramchandran Muthukumar
A Study of Neural Training with Non-Gradient and Noise Assisted Gradient Methods. CoRR (2020)