Evolutionary Adaptive Metric Learning learns instance-dependent local distance metrics for nearest neighbor classification
Read the original at arxiv.org→arXiv:2611.08549v1 Announce Type: new Abstract: Nearest neighbour classifiers inherit the geometry of their distance function. Fixed distances and globally learned metrics apply the same geometry throughout the...
Original headline: "Evolutionary Adaptive Metric Learning: A Multi-Objective Framework for Learning Local Distance Functions in Nearest Neighbor Classification"
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- Nov 9, 05:00 UTC arXiv cs.LG lead source Evolutionary Adaptive Metric Learning: A Multi-Objective Framework for Learning Local Distance Functions in Nearest Neighbor Classification