A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models
with OutliersOperational Research (OR), 2019 |
Robust Data-driven Profile-based Pricing SchemesIEEE PES Innovative Smart Grid Technologies Conference (ISGT), 2019 |
On the optimality of kernels for high-dimensional clusteringInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 |
A Unified Framework for Tuning Hyperparameters in Clustering ProblemsStatistica sinica (Stat. Sinica), 2019 |
Randomized Clustered Nystrom for Large-Scale Kernel MachinesAAAI Conference on Artificial Intelligence (AAAI), 2016 |
Covariate Regularized Community Detection in Sparse GraphsJournal of the American Statistical Association (JASA), 2016 |