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stat.ME2026
Weighted Conformal Clustering
Anirban Nath, YoonHaeng Hur, Genevera I. Allen
Clustering is a central tool for discovering latent structure in unlabeled data; yet modern clustering pipelines often end with a hard assignment of each observation to a cluster w…
stat.ME2026
Inference for Clustering: Conformal Sets for Cluster Labels
YoonHaeng Hur, Anirban Nath, Genevera Allen
While clustering is ubiquitously used across science and industry, uncertainty in cluster assignments is rarely quantified with rigorous guarantees. We propose a novel conformal in…
stat.ME2023
Robust Point Matching with Distance Profiles
YoonHaeng Hur, Yuehaw Khoo
Computational difficulty of quadratic matching and the Gromov-Wasserstein distance has led to various approximation and relaxation schemes. One of such methods, relying on the noti…