2 papers
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…
cs.LG2020
Neural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networks
Gitesh Dawer, Yangzi Guo, Sida Liu +1
Artificial Neural Networks form the basis of very powerful learning methods. It has been observed that a naive application of fully connected neural networks to data with many irre…