mlsanityData to 14 Oct 2026

Some easy optimization problems have the overlap-gap property

arXiv 2411.01836 ↗First posted 4 Nov 2024cs.CC cs.DS math.COcited by 5

Not on the map. Why?

Abstract (arXiv)

We show that the shortest s-t path problem has the overlap-gap property in (i) sparse G(n,p) graphs and (ii) complete graphs with i.i.d. Exponential edge weights. Furthermore, we demonstrate that in sparse G(n,p) graphs, shortest path is solved by O(log n)-degree polynomial estimators, and a uniform approximate shortest path can be sampled in polynomial time. This constitutes the first example in which the overlap-gap property is not predictive of algorithmic intractability for a (non-algebraic) average-case optimization problem.

Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). First posted on arXiv 4 Nov 2024.

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 3; 2026: 2.

5 papers.