2 papers
cs.LG2026
Learning When to Stop: Prefix-Optimal Dynamic Diffusion Policies for Continuous Control
Rohit Kumar Salla, Manoj Saravanan, Simon Stepputtis
Diffusion policies are a powerful policy class for continuous control, but their iterative denoising process creates a substantial computational bottleneck. Reducing this cost requ…
cs.CL2025
Beyond Hallucinations: A Composite Score for Measuring Reliability in Open-Source Large Language Models
Rohit Kumar Salla, Manoj Saravanan, Shrikar Reddy Kota
Large Language Models (LLMs) like LLaMA, Mistral, and Gemma are increasingly used in decision-critical domains such as healthcare, law, and finance, yet their reliability remains u…