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cs.DB2022★ 2 cited
Automatically Finding Optimal Index Structure
Supawit Chockchowwat, Wenjie Liu, Yongjoo Park
Existing learned indexes (e.g., RMI, ALEX, PGM) optimize the internal regressor of each node, not the overall structure such as index height, the size of each layer, etc. In this p…
cs.CV2022
Probabilistic PolarGMM: Unsupervised Cluster Learning of Very Noisy Projection Images of Unknown Pose
Supawit Chockchowwat, Chandrajit L. Bajaj
A crucial step in single particle analysis (SPA) of cryogenic electron microscopy (Cryo-EM), 2D classification and alignment takes a collection of noisy particle images to infer or…