70 citations · 198 across the 23 of their papers we have counts for
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cs.LG2018
Frank-Wolfe Algorithm for the Exact Sparse Problem
Farah Cherfaoui, Valentin Emiya, Liva Ralaivola +1
In this paper, we study the properties of the Frank-Wolfe algorithm to solve the \ExactSparse reconstruction problem. We prove that when the dictionary is quasi-incoherent, at each…
math.PR2018★ 5 cited
Dependency-dependent Bounds for Sums of Dependent Random Variables
Christoph H. Lampert, Liva Ralaivola, Alexander Zimin
We consider the problem of bounding large deviations for non-i.i.d. random variables that are allowed to have arbitrary dependencies. Previous works typically assumed a specific de…