24 citations · 79 across the 23 of their papers we have counts for
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math.OC2014★ 9 cited
Amortized Analysis on Asynchronous Gradient Descent
Yun Kuen Cheung, Richard Cole
Gradient descent is an important class of iterative algorithms for minimizing convex functions. Classically, gradient descent has been a sequential and synchronous process. Distrib…
cs.DS2014
Fast Algorithms for Constructing Maximum Entropy Summary Trees
Richard Cole, Howard Karloff
Karloff? and Shirley recently proposed summary trees as a new way to visualize large rooted trees (Eurovis 2013) and gave algorithms for generating a maximum-entropy k-node summary…