19 citations · 32 across the 4 of their papers we have counts for
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cs.IT2013★ 5 cited
Decentralized Data Reduction with Quantization Constraints
Ge Xu, Shengyu Zhu, Biao Chen
A guiding principle for data reduction in statistical inference is the sufficiency principle. This paper extends the classical sufficiency principle to decentralized inference, i.e…
cs.IT2013★ 19 cited
Wyner's Common Information: Generalizations and A New Lossy Source Coding Interpretation
Ge Xu, Wei Liu, Biao Chen
Wyner's common information was originally defined for a pair of dependent discrete random variables. Its significance is largely reflected in, hence also confined to, several exist…