Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
LAMP: Look-Ahead Mixed-Precision Inference of Large Language Models
Stanislav Budzinskiy, Marian Gloser, Tolunay Yilmaz +5
Mixed-precision computations are a hallmark of the current stage of AI, driving the progress in large language models towards efficient, locally deployable solutions. This article…
cs.LG2026
Adaptivity Under Realizability Constraints: Comparing In-Context and Agentic Learning
Anastasis Kratsios, A. Martina Neuman, Philipp Petersen
We compare in-context learning with fixed queries and agentic learning with adaptive queries for uniform approximation of task families. We consider two settings: an unrestricted r…