11 citations · 24 across the 8 of their papers we have counts for
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cs.LG2022
Provable Clustering of a Union of Linear Manifolds Using Optimal Directions
Mostafa Rahmani
This paper focuses on the Matrix Factorization based Clustering (MFC) method which is one of the few closed form algorithms for the subspace clustering problem. Despite being simpl…
cs.LG2021
Provable Data Clustering via Innovation Search
Weiwei Li, Mostafa Rahmani, Ping Li
This paper studies the subspace clustering problem in which data points collected from high-dimensional ambient space lie in a union of linear subspaces. Subspace clustering become…
cs.LG2019★ 1 cited
Graph Analysis and Graph Pooling in the Spatial Domain
Mostafa Rahmani, Ping Li
The spatial convolution layer which is widely used in the Graph Neural Networks (GNNs) aggregates the feature vector of each node with the feature vectors of its neighboring nodes.…