On weight initialization in deep neural networks. - Siddharth Krishna Kumar (CoRR, 2017)

A general metric for identifying adversarial images. - Siddharth Krishna Kumar (CoRR, 2018)

Achieving Manufacturing Excellence through Data Driven Decisions. - Siddharth Krishna Kumar; Anirudh Gururaj Jamkhandi; Rahul Kumar Vij; Jinendra K. Gugaliya (ICIT, 2019)

Analytical solutions for a family of single layer neural network regression problems. - Siddharth Krishna Kumar (Tiny Papers @ ICLR, 2023)

Three ways that non-differentiability affects neural network training. - Siddharth Krishna Kumar (CoRR, 2024)