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cs.LG2026
Connected Subspace Clustering: Hardness, a Scalable Heuristic, and an Application to Sea Level Geodesy
Johanna Hillebrand, Jan Höckendorff, Jürgen Kusche +5
Constrained optimization extends classical optimization by integrating side information, making it widely applicable across scientific and engineering domains. Consider a setting w…
cs.LG2014★ 2 cited
Efficient Clustering with Limited Distance Information
Konstantin Voevodski, Maria-Florina Balcan, Heiko Roglin +2
Given a point set S and an unknown metric d on S, we study the problem of efficiently partitioning S into k clusters while querying few distances between the points. In our model w…