Paper
Unsupervised Conformal Novelty Detection for Hierarchical Data featured image

Unsupervised Conformal Novelty Detection for Hierarchical Data

A conformal e-value framework for unsupervised novelty detection in hierarchically structured data, achieving FDR control at both group and unit levels.

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Sieun Kim
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Multi-Agent Large Language Model-Based Economic Dispatch Framework for Optimal Energy Management of Data Center Microgrids featured image

Multi-Agent Large Language Model-Based Economic Dispatch Framework for Optimal Energy Management of Data Center Microgrids

A multi-agent LLM framework that turns natural-language prompts into optimal economic dispatch for data center microgrids, validated on a 400 MW MIT TX-GAIA load profile.

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Sieun Kim
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