Author

Nishant Sharma

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Open access Sep 2026

All-Cause Excess Mortality During the COVID-19 Pandemic in a Rural Area of North India

Introduction COVID-19 pandemic significantly impacted global mortality; however, many deaths were underreported. Excess mortality explains both direct and indirect impacts of the COVID-19 pandemic and therefore provides true and better estimates of pandemic deaths. Objectives The objective of this study was to estimate...

Mahesh Satija, A. Chaudhary, Pranjl Sharma et al. · Cureus · 0 citations

#machine learning Preprint Oct 2026

Understanding Stability of Outer Nesterov Momentum on Stochastic Pseudo-Gradients

An exact mean-square stability criterion in any dimension is derived, which reveals that the inner batch size determines whether increasing the number of local steps eventually stabilizes or destabilizes the outer iteration.

Nishant Sharma, Laura Gomezjurado Gonzalez, G. Talluri et al. · 0 citations