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papersTODAY 04:00 UTC

N2: A Python Package and Test Bench for Nearest Neighbor Matrix Completion

Researchers released N2, an open-source Python package that unifies implementations and evaluation of nearest neighbor methods for matrix completion. The work highlights renewed interest in these approaches, which now come with theoretical guarantees such as entry-wise error bounds and minimax optimality. It is positioned as a shared test bench for comparing such methods fairly.

N2 entry-wise error bounds matrix completion minimax optimality nearest neighbor methods open-source

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arXiv cs.LGN$^2$: A Unified Python Package and Test Bench for Nearest Neighbor-Based Matrix Completion ↗TODAY 04:00 UTC