On Adversarial Robustness: A Neural Architecture Search perspective. - Chaitanya Devaguptapu; Devansh Agarwal; Gaurav Mittal; Pulkit Gopalani; Vineeth N. Balasubramanian (ICCVW, 2021)

Capacity Bounds for the DeepONet Method of Solving Differential Equations. - Pulkit Gopalani; Sayar Karmakar; Anirbit Mukherjee (CoRR, 2022)

Global Convergence of SGD On Two Layer Neural Nets. - Pulkit Gopalani; Anirbit Mukherjee (CoRR, 2022)

Abrupt Learning in Transformers: A Case Study on Matrix Completion. - Pulkit Gopalani; Ekdeep Singh Lubana; Wei Hu (NeurIPS, 2024)

Global Convergence of SGD For Logistic Loss on Two Layer Neural Nets. - Pulkit Gopalani; Samyak Jha; Anirbit Mukherjee (Trans. Mach. Learn. Res., 2024)

Towards Size-Independent Generalization Bounds for Deep Operator Nets. - Pulkit Gopalani; Sayar Karmakar; Dibyakanti Kumar; Anirbit Mukherjee (Trans. Mach. Learn. Res., 2024)

What Happens During the Loss Plateau? Understanding Abrupt Learning in Transformers. - Pulkit Gopalani; Wei Hu (CoRR, 2025)