357 citations · 681 across the 28 of their papers we have counts for
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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…
cs.LG2013★ 357 cited
Large-scale Multi-label Learning with Missing Labels
Hsiang-Fu Yu, Prateek Jain, Purushottam Kar +1
The multi-label classification problem has generated significant interest in recent years. However, existing approaches do not adequately address two key challenges: (a) the abilit…