126 citations
- Beihang UniversityCN7 papers
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Showing 2018Show all
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cs.AI2018★ 23 cited
Semantic Information G Theory and Logical Bayesian Inference for Machine Learning
Chenguang Lu
An important problem with machine learning is that when label number n>2, it is very difficult to construct and optimize a group of learning functions, and we wish that optimized l…
cs.DB2018
Budget-aware Online Task Assignment in Spatial Crowdsourcing
Jia-Xu Liu, Ke Xu
The prevalence of mobile internet techniques stimulates the emergence of various spatial crowdsourcing applications. Certain of the applications serve for requesters, budget provid…
cs.LG2018
Semantic Channel and Shannon's Channel Mutually Match for Multi-Label Classification
Chenguang Lu
A group of transition probability functions form a Shannon's channel whereas a group of truth functions form a semantic channel. Label learning is to let semantic channels match Sh…