2 papers
cs.AI2026
DMDIntel: Interpreting Large Language Models via Dynamic Mode Decomposition
Amogh Joshi, Animesh Mukherjee, Sergey Utyuzhnikov
In this work, we introduce DMDIntel which uses dynamic mode decomposition (DMD) to make the predictions made by LLMs in a classification task interpretable. It develops an input at…
math.DS2024
Data-driven optimal prediction with control
Aleksandr Katrutsa, Ivan Oseledets, Sergey Utyuzhnikov
This study presents the extension of the data-driven optimal prediction approach to the dynamical system with control. The optimal prediction is used to analyze dynamical systems i…