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Seunghak Lee

Fast Dimensional Analysis for Root Cause Investigation in Large-Scale Service Environment

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Nov 01, 2019
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Stability Selection for Structured Variable Selection

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Dec 13, 2017
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Petuum: A New Platform for Distributed Machine Learning on Big Data

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May 14, 2015
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Screening Rules for Overlapping Group Lasso

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Oct 25, 2014
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Primitives for Dynamic Big Model Parallelism

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Jun 18, 2014
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Structure-Aware Dynamic Scheduler for Parallel Machine Learning

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Dec 30, 2013
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Efficient Algorithm for Extremely Large Multi-task Regression with Massive Structured Sparsity

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Aug 15, 2012
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Structured Input-Output Lasso, with Application to eQTL Mapping, and a Thresholding Algorithm for Fast Estimation

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May 09, 2012
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