4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2020
Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning
Pengzhan Guo, Zeyang Ye, Keli Xiao +1
This paper investigates the stochastic optimization problem with a focus on developing scalable parallel algorithms for deep learning tasks. Our solution involves a reformation of…
cs.LG2019★ 4 cited
Enhancing Domain Word Embedding via Latent Semantic Imputation
Shibo Yao, Dantong Yu, Keli Xiao
We present a novel method named Latent Semantic Imputation (LSI) to transfer external knowledge into semantic space for enhancing word embedding. The method integrates graph theory…