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#graph-coloring

k-Coloring is Faster than Computing the Chromatic Number

Hacker News Top · 2026-07-31 Cached

This paper presents a randomized algorithm that solves k-coloring on n-vertex graphs in time (2-ε_k)^n for every fixed k, resolving a long-standing open problem in exponential-time algorithms. It builds on hypergraph containers and list-coloring reductions.

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#graph-coloring

Graph Coloring Approach to Solving Sudoku with Oscillatory Neural Networks

arXiv cs.LG · 2026-07-20 Cached

This paper proposes an oscillatory neural network (ONN) based solver for Sudoku puzzles by formulating them as graph coloring problems, achieving high accuracy on 4x4 and 9x9 puzzles.

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