9 citations · 15 across the 4 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 6 cited
Generalization Bounds for Vicinal Risk Minimization Principle
Chao Zhang, Min-Hsiu Hsieh, Dacheng Tao
The vicinal risk minimization (VRM) principle, first proposed by \citet{vapnik1999nature}, is an empirical risk minimization (ERM) variant that replaces Dirac masses with vicinal f…
cs.CL2018
Semi-tied Units for Efficient Gating in LSTM and Highway Networks
Chao Zhang, Philip Woodland
Gating is a key technique used for integrating information from multiple sources by long short-term memory (LSTM) models and has recently also been applied to other models such as…