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Gradient flow
James Lee: Unimodular changes of metric
10 2 1 Unit Gradient Flow
Online learning, competitive analysis, and the shadows of gradient descent
James Lee
James R. Lee - Unimodular uniformization and random walks
James R.Lee (UWashington):Online learning, competitive analysis, and the shadows of gradient descent
Wuchen Li: Accelerated Information Gradient Flow
Yingdong Lu: Stability and geometric structure of the Gradient Flows for In-Context Learning
James Lee: Semi Definite Extended Formulations and Sums of Squares (Part 2)
The History of the Gradient (From Physics to AI)
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Last Updated: September 6, 2026
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Summary
Optimization, Complexity and Invariant Theory Topic: The dynamics of regularized How do we take the derivative of a multi-variable function that outputs multiple dimensions simultaneously? We explore the ... Recording during the thematic meeting : "Geometrical and Topological Abstract: Uniformizing the geometry of unimodular random graphs In analogy with classical conformal uniformization, we examine ... High Dimensional Hamilton-Jacobi PDEs 2020 Workshop II: PDE and Inverse Problem Methods in Machine Learning ... The lecture was held within the framework of the Hausdorff Trimester Program: Combinatorial Optimization.
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