2 papers
cs.LG2020
DP-Net: Dynamic Programming Guided Deep Neural Network Compression
Dingcheng Yang, Wenjian Yu, Ao Zhou +3
In this work, we propose an effective scheme (called DP-Net) for compressing the deep neural networks (DNNs). It includes a novel dynamic programming (DP) based algorithm to obtain…
cs.DS2018
Optimal Algorithm for Profiling Dynamic Arrays with Finite Values
Dingcheng Yang, Wenjian Yu, Junhui Deng +1
How can one quickly answer the most and top popular objects at any time, given a large log stream in a system of billions of users? It is equivalent to find the mode and top-freque…