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cs.LG2026
Diversity-Based Active Learning: An Evaluation of Metric Spaces for Active Learning Selection
Siddharth Chilamkur, Dorit S. Hochbaum
With rapid advancement over the last few years, many different methods are now widely used for classification. However, training these models requires substantial labeled data. Act…
cs.LG2026
A Fast and Effective Method for Euclidean Anticlustering: The Assignment-Based-Anticlustering Algorithm
Philipp Baumann, Olivier Goldschmidt, Dorit S. Hochbaum +1
Anticlustering is an NP-hard combinatorial optimization problem that consists of partitioning a set of objects into equal-sized groups called anticlusters such that the objects in…