7 citations · 15 across the 6 of their papers we have counts for
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cs.LG2023
Neural Network Pruning as Spectrum Preserving Process
Shibo Yao, Dantong Yu, Ioannis Koutis
Neural networks have achieved remarkable performance in various application domains. Nevertheless, a large number of weights in pre-trained deep neural networks prohibit them from…
cs.LG2021
MLCTR: A Fast Scalable Coupled Tensor Completion Based on Multi-Layer Non-Linear Matrix Factorization
Ajim Uddin, Dan Zhou, Xinyuan Tao +2
Firms earning prediction plays a vital role in investment decisions, dividends expectation, and share price. It often involves multiple tensor-compatible datasets with non-linear m…
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…