1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CR2026
A Reference-Free Score for Detecting Silent Reasoning Failures in Large Language Models
Vivek Shukla, Varun Shukla, Atul +2
Mathematical chain of thought (CoT) evaluation is commonly reduced to whether the final answer matches a reference. This conflates producing a correct conclusion with producing a v…
cs.DC2026★ 1 cited
Secure and Low-Latency IoT Analytics Using an Edge-Based Streaming Architecture
Atul, Varun Shukla, Vivek Shukla +1
The rapid growth of Internet of Things (IoT) devices has led to large-scale continuous data streams that require realtime processing. Traditional cloud-centric architectures fail t…