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stat.ML2026
Joint Representation Learning and Clustering via Gradient-Based Manifold Optimization
Sida Liu, Yangzi Guo, Mingyuan Wang
Clustering and dimensionality reduction have been crucial topics in machine learning and computer vision. Clustering high-dimensional data has been challenging for a long time due…
stat.ML2024
A Novel Framework for Online Supervised Learning with Feature Selection
Lizhe Sun, Mingyuan Wang, Siquan Zhu +1
Current online learning methods suffer issues such as lower convergence rates and limited capability to select important features compared to their offline counterparts. In this pa…