106 citations · 996 across the 72 of their papers we have counts for
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cs.LG2014★ 2 cited
Accelerated Parallel Optimization Methods for Large Scale Machine Learning
Haipeng Luo, Patrick Haffner, Jean-Francois Paiement
The growing amount of high dimensional data in different machine learning applications requires more efficient and scalable optimization algorithms. In this work, we consider combi…
cs.LG2014★ 14 cited
A Drifting-Games Analysis for Online Learning and Applications to Boosting
Haipeng Luo, Robert E. Schapire
We provide a general mechanism to design online learning algorithms based on a minimax analysis within a drifting-games framework. Different online learning settings (Hedge, multi-…