4 citations · 4 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 4 cited
JITuNE: Just-In-Time Hyperparameter Tuning for Network Embedding Algorithms
Mengying Guo, Tao Yi, Yuqing Zhu +1
Network embedding (NE) can generate succinct node representations for massive-scale networks and enable direct applications of common machine learning methods to the network struct…
cs.LG2018
Variance Suppression: Balanced Training Process in Deep Learning
Tao Yi, Xingxuan Wang
Stochastic gradient descent updates parameters with summation gradient computed from a random data batch. This summation will lead to unbalanced training process if the data we obt…