8 citations · 12 across the 6 of their papers we have counts for
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cs.LG2020
Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint
Arpan Man Sainju, Wenchong He, Zhe Jiang +2
Spatial classification with limited feature observations has been a challenging problem in machine learning. The problem exists in applications where only a subset of sensors are d…
cs.CV2020★ 1 cited
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy
Wenchong He, Arpan Man Sainju, Zhe Jiang +1
Given a 3D surface defined by an elevation function on a 2D grid as well as non-spatial features observed at each pixel, the problem of surface segmentation aims to classify pixels…
cs.DC2020★ 3 cited
Scalable Mining of Maximal Quasi-Cliques: An Algorithm-System Codesign Approach
Guimu Guo, Da Yan, M. Tamer Özsu +2
Given a user-specified minimum degree threshold , a -quasi-clique is a subgraph where each vertex connects to at least fraction of the other vert…