cs.DS · 2026-09-10 · No. 111
Data Structures and Algorithms, 2026-09-10.
1 new papers in cs.DS. Titles, authors,
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01 — The papers
1 entries-
01
A Sharp Barrier for Consistent Submodular Maximization: Any Improvement over $2-\sqrt{2}$ Entails Exponential Queries or Linear Recourse
Shi Fu, Qixin Zhang, Dacheng Tao
cs.DS · cs.LG
Consistent submodular maximization studies the tradeoff between solution quality and stability when elements arrive over time. For a monotone submodular objective, which models diminishing returns, an algorithm maintains a set of at most $k$ available elements and changes only $O(1)$ elements after each insertion. Dütting et al. [2025] established a tight $2/3$ approximation with unrestricted computation and a polynomial-time $0.51$...
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