12 citations · 16 across the 2 of their papers we have counts for
3 papers
cs.DS2017★ 4 cited
Improved Consistent Weighted Sampling Revisited
Wei Wu, Bin Li, Ling Chen +2
Min-Hash is a popular technique for efficiently estimating the Jaccard similarity of binary sets. Consistent Weighted Sampling (CWS) generalizes the Min-Hash scheme to sketch weigh…
cs.LG2016
On the Convergence of A Family of Robust Losses for Stochastic Gradient Descent
Bo Han, Ivor W. Tsang, Ling Chen
The convergence of Stochastic Gradient Descent (SGD) using convex loss functions has been widely studied. However, vanilla SGD methods using convex losses cannot perform well with…
cs.IR2015★ 12 cited
Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation
Weiqing Wang, Hongzhi Yin, Ling Chen +3
With the rapid development of location-based social networks (LBSNs), spatial item recommendation has become an important means to help people discover attractive and interesting v…