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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.ML2017
Generating Compact Tree Ensembles via Annealing
Gitesh Dawer, Yangzi Guo, Adrian Barbu
Tree ensembles are flexible predictive models that can capture relevant variables and to some extent their interactions in a compact and interpretable manner. Most algorithms for o…