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20092025
most citedUnsupervised Learning of Sentence Embeddings using Compositional n-Gram Features

704 citations · 4.8k across the 117 of their papers we have counts for

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Showing 2014Show all

2 papers · 1 filter

cs.LG2014★ 113 cited

Communication-Efficient Distributed Dual Coordinate Ascent

Martin Jaggi, Virginia Smith, Martin Takáč +4

Communication remains the most significant bottleneck in the performance of distributed optimization algorithms for large-scale machine learning. In this paper, we propose a commun…

math.OC2014★ 31 cited

An Affine Invariant Linear Convergence Analysis for Frank-Wolfe Algorithms

Simon Lacoste-Julien, Martin Jaggi

We study the linear convergence of variants of the Frank-Wolfe algorithms for some classes of strongly convex problems, using only affine-invariant quantities. As in Guelat & Marco…