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All publications by Seunghak Lee
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On Model Parallelization and Scheduling Strategies for Distributed Machine Learning
Seunghak Lee, Jin K. Kim, Xun Zheng, Qirong Ho, Garth A. Gibson and Eric P. Xing
Advances in Neural Information Processing Systems 27, 2014


More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin K. Kim, Phillip B. Gibbons, Garth A. Gibson, Greg Ganger and Eric Xing
Advances in Neural Information Processing Systems 26, 2013


Adaptive Multi-Task Lasso: with Application to eQTL Detection
Seunghak Lee, Jun Zhu and Eric P. Xing
Advances in Neural Information Processing Systems 23, 2010