Depth-2 neural networks under a data-poisoning attack

Sayar Karmakar, Anirbit Mukherjee, Theodore Papamarkou

Research output: Contribution to journal › Article › peer-review

1 Article
1 Doctoral Thesis

2 results

2024

Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets
Gopalani, P., Jha, S. & Mukherjee, A., 25 Feb 2024, In: Transactions on Machine Learning Research . 21 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File

29 Downloads (Pure)
2020

A Study of the Mathematics of Deep Learning
Mukherjee, A., 2020, (Accepted/In press) Johns Hopkins University.
Research output: Thesis › Doctoral Thesis

File

1321 Downloads (Pure)