1 citations · 1 across the 5 of their papers we have counts for
5 papers
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model
Tianxi Cai, Dong Xia, Luwan Zhang +1
Network analysis has been a powerful tool to unveil relationships and interactions among a large number of objects. Yet its effectiveness in accurately identifying important node-n…
Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application to Reinforcement Learning
Bo Liu, Luwan Zhang, Ji Liu
Dantzig Selector (DS) is widely used in compressed sensing and sparse learning for feature selection and sparse signal recovery. Since the DS formulation is essentially a linear pr…
Unsupervised Ensemble Learning via Ising Model Approximation with Application to Phenotyping Prediction
Luwan Zhang, Tianrun Cai
Unsupervised ensemble learning has long been an interesting yet challenging problem that comes to prominence in recent years with the increasing demand of crowdsourcing in various…
Multi-view Banded Spectral Clustering with Application to ICD9 Clustering
Luwan Zhang, Katherine Liao, Issac Kohane +1
Despite recent development in methodology, community detection remains a challenging problem. Existing literature largely focuses on the standard setting where a network is learned…
Distance Shrinkage and Euclidean Embedding via Regularized Kernel Estimation
Luwan Zhang, Grace Wahba, Ming Yuan
Although recovering an Euclidean distance matrix from noisy observations is a common problem in practice, how well this could be done remains largely unknown. To fill in this void,…