316 citations · 661 across the 65 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
math.ST2018★ 7 cited
Estimating Differential Entropy under Gaussian Convolutions
Ziv Goldfeld, Kristjan Greenewald, Yury Polyanskiy
This paper studies the problem of estimating the differential entropy , where and are independent -dimensional random variables with $Z\sim\mathcal{N}(0,σ^2 \mat…
cs.LG2018★ 19 cited
Estimating Information Flow in Deep Neural Networks
Ziv Goldfeld, Ewout van den Berg, Kristjan Greenewald +4
We study the flow of information and the evolution of internal representations during deep neural network (DNN) training, aiming to demystify the compression aspect of the informat…