7 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 7 cited
Neural Network Ensembles: Theory, Training, and the Importance of Explicit Diversity
Wenjing Li, Randy C. Paffenroth, David Berthiaume
Ensemble learning is a process by which multiple base learners are strategically generated and combined into one composite learner. There are two features that are essential to an…
math.OC2021
DC algorithms for a class of sparse group regularized optimization problems
Wenjing Li, Wei Bian, Kim-Chuan Toh
In this paper, we consider a class of sparse group regularized optimization problems. Firstly, we give a continuous relaxation model of the considered problem and establis…
cs.NE2020
Projection Neural Network for a Class of Sparse Regression Problems with Cardinality Penalty
Wenjing Li, Wei Bian
In this paper, we consider a class of sparse regression problems, whose objective function is the summation of a convex loss function and a cardinality penalty. By constructing a s…