4 citations · 11 across the 4 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.ML2017★ 4 cited
Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls
Jiasen Yang, Bruno Ribeiro, Jennifer Neville
Research in statistical relational learning has produced a number of methods for learning relational models from large-scale network data. While these methods have been successfull…
stat.ML2017
Structural Conditions for Projection-Cost Preservation via Randomized Matrix Multiplication
Agniva Chowdhury, Jiasen Yang, Petros Drineas
Projection-cost preservation is a low-rank approximation guarantee which ensures that the cost of any rank- projection can be preserved using a smaller sketch of the original da…