publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

Don’t Blink: Evidence Collapse during Multimodal Reasoning

Suresh Raghu and Satwik Pandey

2026

arXiv
SELFDOUBT: Uncertainty Quantification for Reasoning LLMs via the Hedge-to-Verify Ratio

Satwik Pandey, Suresh Raghu, and Shashwat Pandey

2026

Shows better uncertainty quantification performance than Semantic Entropy at about 10x lower cost

arXiv