1.7k citations · 2.4k across the 56 of their papers we have counts for
Showing 2014 · cs.LGShow all
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cs.LG2014★ 40 cited
Multi-task Sparse Structure Learning
Andre R. Goncalves, Puja Das, Soumyadeep Chatterjee +3
Multi-task learning (MTL) aims to improve generalization performance by learning multiple related tasks simultaneously. While sometimes the underlying task relationship structure i…
cs.LG2014★ 27 cited
Randomized Block Coordinate Descent for Online and Stochastic Optimization
Huahua Wang, Arindam Banerjee
Two types of low cost-per-iteration gradient descent methods have been extensively studied in parallel. One is online or stochastic gradient descent (OGD/SGD), and the other is ran…