93 citations · 153 across the 5 of their papers we have counts for
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stat.ML2015★ 6 cited
On the Online Frank-Wolfe Algorithms for Convex and Non-convex Optimizations
Jean Lafond, Hoi-To Wai, Eric Moulines
In this paper, the online variants of the classical Frank-Wolfe algorithm are considered. We consider minimizing the regret with a stochastic cost. The online algorithms only requi…
math.ST2015★ 27 cited
Low Rank Matrix Completion with Exponential Family Noise
Jean Lafond
The matrix completion problem consists in reconstructing a matrix from a sample of entries, possibly observed with noise. A popular class of estimator, known as nuclear norm penali…