eess.SY · 2026-07-09 · No. 48

Systems and Control, 2026-07-09.

1 new papers in eess.SY. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling

    Beomgu Kang, Hyunseok Seo

    eess.SY · cs.LG

    Subsampling significantly reduces the number of measurements, thereby streamlining data processing and transfer overhead, and shortening acquisition time across diverse real-world applications. The recently introduced Active Deep Probabilistic Subsampling (A-DPS) approach jointly optimizes both the subsampling pattern and the downstream task model, enabling instance- and subject-specific sampling trajectories and effective adaptation to new...

    arxiv.org/abs/2607.07083 · PDF

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