17 citations · 59 across the 15 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.ML2020★ 6 cited
Spectral clustering via adaptive layer aggregation for multi-layer networks
Sihan Huang, Haolei Weng, Yang Feng
One of the fundamental problems in network analysis is detecting community structure in multi-layer networks, of which each layer represents one type of edge information among the…
stat.ML2020★ 4 cited
RaSE: Random Subspace Ensemble Classification
Ye Tian, Yang Feng
We propose a flexible ensemble classification framework, Random Subspace Ensemble (RaSE), for sparse classification. In the RaSE algorithm, we aggregate many weak learners, where e…
stat.ME2020
Nested Model Averaging on Solution Path for High-dimensional Linear Regression
Yang Feng, Qingfeng Liu
We study the nested model averaging method on the solution path for a high-dimensional linear regression problem. In particular, we propose to combine model averaging with regulari…