Understanding the Challenges in Iterative Generative Optimization with LLMs
Paper • 2603.23994 • Published • 28
Allen Nie
allenanie
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AI & ML interests
Reinforcement Learning, Natural Language Processing
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Trace is the New AutoDiff -- Unlocking Efficient Optimization of Computational Workflows
Paper • 2406.16218 • Published • 3
EVOLvE: Evaluating and Optimizing LLMs For Exploration
Paper • 2410.06238 • Published • 1
The Importance of Directional Feedback for LLM-based Optimizers
Paper • 2405.16434 • Published • 1