Search Results for author: Prajwal Singhania

Found 4 papers, 2 papers with code

Stance Detection in Web and Social Media: A Comparative Study

1 code implementation12 Jul 2020 Shalmoli Ghosh, Prajwal Singhania, Siddharth Singh, Koustav Rudra, Saptarshi Ghosh

Online forums and social media platforms are increasingly being used to discuss topics of varying polarities where different people take different stances.

Stance Detection

Alternating Direction Method of Multipliers for Quantization

no code implementations8 Sep 2020 Tianjian Huang, Prajwal Singhania, Maziar Sanjabi, Pabitra Mitra, Meisam Razaviyayn

For such optimization problems, we study the performance of the Alternating Direction Method of Multipliers for Quantization ($\texttt{ADMM-Q}$) algorithm, which is a variant of the widely-used ADMM method applied to our discrete optimization problem.

Quantization

A 4D Hybrid Algorithm to Scale Parallel Training to Thousands of GPUs

no code implementations22 May 2023 Siddharth Singh, Prajwal Singhania, Aditya K. Ranjan, Zack Sating, Abhinav Bhatele

Large communication costs are a critical bottleneck in training state-of-the-art neural networks on distributed systems.

Cannot find the paper you are looking for? You can Submit a new open access paper.