25 citations · 85 across the 36 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 2 cited
Gaussian Process Latent Variable Model Factorization for Context-aware Recommender Systems
Wei Huang, Richard Yi Da Xu
Context-aware recommender systems (CARS) have gained increasing attention due to their ability to utilize contextual information. Compared to traditional recommender systems, CARS…
cs.LG2019★ 2 cited
Mean field theory for deep dropout networks: digging up gradient backpropagation deeply
Wei Huang, Richard Yi Da Xu, Weitao Du +2
In recent years, the mean field theory has been applied to the study of neural networks and has achieved a great deal of success. The theory has been applied to various neural netw…
cs.LG2019★ 25 cited
Diversified Hidden Markov Models for Sequential Labeling
Maoying Qiao, Wei Bian, Richard Yida Xu +1
Labeling of sequential data is a prevalent meta-problem for a wide range of real world applications. While the first-order Hidden Markov Models (HMM) provides a fundamental approac…