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News/Algorithm Selection with Zero Domain Knowledge via Text Embeddings
arxiv
PublishedApril 24, 2026 at 4:00 AM
▲bullish

Algorithm Selection with Zero Domain Knowledge via Text Embeddings

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2604.19753v1 Announce Type: cross Abstract: We propose a feature-free approach to algorithm selection that replaces hand-crafted instance features with pretrained text embeddings. Our method, ZeroFolio, proceeds in three steps: it reads the raw instance file as plain text, embeds it with a pre

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Mentioned models
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  • 01
    ZeroFolio
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arxiv
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#algorithm-selection#embeddings#machine-learning

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Mentioned models
01
  • 01
    ZeroFolio
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
03
#algorithm-selection#embeddings#machine-learning

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arxivOptimal Hydra: Model Heterogeneous Federated Learning for LLMs using Data-Informed Hydra-Nets2darxivJudging the Judges: Confidence and Disagreement in Rubrics as Rewards2d
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