357 citations · 681 across the 28 of their papers we have counts for
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cs.DC2014★ 1 cited
A Scalable Asynchronous Distributed Algorithm for Topic Modeling
Hsiang-Fu Yu, Cho-Jui Hsieh, Hyokun Yun +2
Learning meaningful topic models with massive document collections which contain millions of documents and billions of tokens is challenging because of two reasons: First, one need…
cs.DC2013★ 29 cited
NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion
Hyokun Yun, Hsiang-Fu Yu, Cho-Jui Hsieh +2
We develop an efficient parallel distributed algorithm for matrix completion, named NOMAD (Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix…