ENTITY
Eli Chien
Eli Chien
PulseAugur coverage of Eli Chien — every cluster mentioning Eli Chien across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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MAPLE framework enhances LLM privacy-utility trade-off
Researchers have developed MAPLE (Metadata Augmented Private Language Evolution), a novel framework designed to improve the privacy-utility trade-off in fine-tuning large language models (LLMs). MAPLE addresses the chal…
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Researchers develop novel privacy amplification for DP zeroth-order optimization
Researchers have developed a novel method for differentially private zeroth-order optimization, a technique crucial for fine-tuning large language models while adhering to privacy and memory constraints. Existing privac…