16 citations · 21 across the 6 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2022
PFGE: Parsimonious Fast Geometric Ensembling of DNNs
Hao Guo, Jiyong Jin, Bin Liu
Ensemble methods are commonly used to enhance the generalization performance of machine learning models. However, they present a challenge in deep learning systems due to the high…
cs.LG2022★ 1 cited
Stochastic Weight Averaging Revisited
Hao Guo, Jiyong Jin, Bin Liu
Averaging neural network weights sampled by a backbone stochastic gradient descent (SGD) is a simple yet effective approach to assist the backbone SGD in finding better optima, in…
cs.LG2020★ 1 cited
A Hierarchical User Intention-Habit Extract Network for Credit Loan Overdue Risk Detection
Hao Guo, Xintao Ren, Rongrong Wang +3
More personal consumer loan products are emerging in mobile banking APP. For ease of use, application process is always simple, which means that few application information is requ…