48 citations · 48 across the 1 of their papers we have counts for
2 papers
cs.IT2014★ 48 cited
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information
Francesco Renna, Liming Wang, Xin Yuan +5
This paper offers a characterization of fundamental limits on the classification and reconstruction of high-dimensional signals from low-dimensional features, in the presence of si…
cs.IT2013
Generalized Bregman Divergence and Gradient of Mutual Information for Vector Poisson Channels
Liming Wang, Miguel Rodrigues, Lawrence Carin
We investigate connections between information-theoretic and estimation-theoretic quantities in vector Poisson channel models. In particular, we generalize the gradient of mutual i…