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most citedFast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion

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math.DS2024

Dynamical Behaviors of the Gradient Flows for In-Context Learning

Songtao Lu, Yingdong Lu, Tomasz Nowicki

We derive the system of differential equations for the gradient flow characterizing the training process of linear in-context learning in full generality. Next, we explore the geom…