1 citations · 3 across the 9 of their papers we have counts for
3 papers · 1 filter
Cluster-Aware Matching via Laplacian Optimal Transport
Gabriel Samberg, YoonHaeng Hur, Yuehaw Khoo +1
In many applications of matching, the point clouds to be matched are not merely unstructured sets of points but rather samples from distributions with an intrinsic cluster structur…
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…
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…