🏢 University of Mannheim
Random Function Descent
·1682 words·8 mins·
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AI Theory
Optimization
🏢 University of Mannheim
Random Function Descent (RFD) replaces the classical convex function framework with a random function approach, providing a scalable gradient descent method with inherent scale invariance and a theore…
DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
·2333 words·11 mins·
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Large Language Models
🏢 University of Mannheim
DeTikZify: AI synthesizes publication-ready scientific figures from sketches and existing figures, automatically generating semantically-preserving TikZ code.