98 citations · 264 across the 24 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 4 cited
Differential Private Stack Generalization with an Application to Diabetes Prediction
Quanming Yao, Xiawei Guo, James T. Kwok +4
To meet the standard of differential privacy, noise is usually added into the original data, which inevitably deteriorates the predicting performance of subsequent learning algorit…
cs.LG2018★ 2 cited
FasTer: Fast Tensor Completion with Nonconvex Regularization
Quanming Yao, James T Kwok, Bo Han
Low-rank tensor completion problem aims to recover a tensor from limited observations, which has many real-world applications. Due to the easy optimization, the convex overlapping…