1.2k citations · 1.7k across the 28 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 1 cited
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm
Ziyu Liu, Guolin Ke, Jiang Bian +1
Multiclass decomposition splits a multiclass classification problem into a series of independent binary learners and recomposes them by combining their outputs to reconstruct the m…
cs.LG2019
Light Multi-segment Activation for Model Compression
Zhenhui Xu, Guolin Ke, Jia Zhang +2
Model compression has become necessary when applying neural networks (NN) into many real application tasks that can accept slightly-reduced model accuracy with strict tolerance to…