83 citations · 265 across the 27 of their papers we have counts for
3 papers · 1 filter
Top-N-Rank: A Scalable List-wise Ranking Method for Recommender Systems
Junjie Liang, Jinlong Hu, Shoubin Dong +1
We propose Top-N-Rank, a novel family of list-wise Learning-to-Rank models for reliably recommending the N top-ranked items. The proposed models optimize a variant of the widely us…
Multi-View Network Embedding Via Graph Factorization Clustering and Co-Regularized Multi-View Agreement
Yiwei Sun, Ngot Bui, Tsung-Yu Hsieh +1
Real-world social networks and digital platforms are comprised of individuals (nodes) that are linked to other individuals or entities through multiple types of relationships (link…
Compositional Stochastic Average Gradient for Machine Learning and Related Applications
Tsung-Yu Hsieh, Yasser EL-Manzalawy, Yiwei Sun +1
Many machine learning, statistical inference, and portfolio optimization problems require minimization of a composition of expected value functions (CEVF). Of particular interest i…