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most citedLoRA: Low-Rank Adaptation of Large Language Models

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cs.DS2018

Operator Scaling via Geodesically Convex Optimization, Invariant Theory and Polynomial Identity Testing

Zeyuan Allen-Zhu, Ankit Garg, Yuanzhi Li +2

We propose a new second-order method for geodesically convex optimization on the natural hyperbolic metric over positive definite matrices. We apply it to solve the operator scalin…