cs.DS · 2026-09-22 · No. 121
Data Structures and Algorithms, 2026-09-22.
1 new papers in cs.DS. Titles, authors,
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01 — The papers
1 entries-
01
Poisson Exchange Beyond Submodularity: Effective Approximation Algorithms for Offline and Online Subset Selection over Matroids
Shi Fu, Youming Qiao, Dacheng Tao, Zongqi Wan, Qixin Zhang
cs.DS · cs.LG · math.OC
Over the past decade, a growing body of research has shown that $γ$-weak submodularity broadly arises in numerous subset selection tasks, including feature selection, neural network pruning, and video summarization. Despite its prevalence, maximizing a $γ$-weakly submodular function subject to a general matroid constraint remains challenging. To date, the only known approximation guarantee is the conservative $(1+1/γ)^{-2}$ factor established...
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