DeepUnfolding Agent

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As of Oct 16, on arXiv:2610.20615, the authors say adaptive optimization workflows in machine learning, federated learning and hybrid classical-quantum systems often bury controller logic inside task-specific training scripts, limiting reuse and fair comparison.

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    Paper presents DeepUnfolding Agent, a FastAPI service exposing deep-unfolded adaptive control for classical and quantum ML

    Posted on arXiv on Oct 16, 2026 (source: arxiv.org).

    On arXiv:2610.20615, the authors say adaptive optimization workflows in machine learning, federated learning and hybrid classical-quantum systems often bury controller logic inside task-specific training scripts, limiting reuse and fair comparison. They present DeepUnfolding Agent, a schema-driven FastAPI platform that offers deep-unfolded adaptive control as an external software service. The paper has not yet been peer-reviewed.

    Source: arXiv cs.CL
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