1.8k citations · 2.4k across the 40 of their papers we have counts for
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cs.IR2010★ 1 cited
Studies on Relevance, Ranking and Results Display
Judith Gelernter, Dong Cao, Jaime Carbonell
This study considers the extent to which users with the same query agree as to what is relevant, and how what is considered relevant may translate into a retrieval algorithm and re…
stat.ML2010★ 34 cited
Graph-Structured Multi-task Regression and an Efficient Optimization Method for General Fused Lasso
Xi Chen, Seyoung Kim, Qihang Lin +2
We consider the problem of learning a structured multi-task regression, where the output consists of multiple responses that are related by a graph and the correlated response vari…
stat.ML2010★ 241 cited
Smoothing proximal gradient method for general structured sparse regression
Xi Chen, Qihang Lin, Seyoung Kim +2
We study the problem of estimating high-dimensional regression models regularized by a structured sparsity-inducing penalty that encodes prior structural information on either the…