2 papers
cs.GR2025
Interpolated Adaptive Linear Reduced Order Modeling for Deformation Dynamics
Yutian Tao, Maurizio Chiaramonte, Pablo Fernandez
Linear reduced-order modeling (ROM) is widely used for efficient simulation of deformation dynamics, but its accuracy is often limited by the fixed linearization of the reduced map…
cs.LG2025
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds
Yang Guo, Yutian Tao, Yifei Ming +2
Retrieval-augmented generation (RAG) has seen many empirical successes in recent years by aiding the LLM with external knowledge. However, its theoretical aspect has remained mostl…