2 citations · 2 across the 1 of their papers we have counts for
3 papers
Automatically Detecting Numerical Instability in Machine Learning Applications via Soft Assertions
Shaila Sharmin, Anwar Hossain Zahid, Subhankar Bhattacharjee +3
Machine learning (ML) applications have become an integral part of our lives. ML applications extensively use floating-point computation and involve very large/small numbers; thus,…
Evaluation of Hate Speech Detection Using Large Language Models and Geographical Contextualization
Anwar Hossain Zahid, Monoshi Kumar Roy, Swarna Das
The proliferation of hate speech on social media is one of the serious issues that is bringing huge impacts to society: an escalation of violence, discrimination, and social fragme…
Testing GPU Numerics: Finding Numerical Differences Between NVIDIA and AMD GPUs
Anwar Hossain Zahid, Ignacio Laguna, Wei Le
As scientific codes are ported between GPU platforms, continuous testing is required to ensure numerical robustness and identify numerical differences. Compiler-induced numerical d…