357 citations · 681 across the 28 of their papers we have counts for
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cs.LG2015★ 17 cited
High-dimensional Time Series Prediction with Missing Values
Hsiang-Fu Yu, Nikhil Rao, Inderjit S. Dhillon
High-dimensional time series prediction is needed in applications as diverse as demand forecasting and climatology. Often, such applications require methods that are both highly sc…
cs.LG2015★ 41 cited
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent
Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon
Stochastic Dual Coordinate Descent (SDCD) has become one of the most efficient ways to solve the family of -regularized empirical risk minimization problems, including line…