output
20102023
most citedTensorizing Neural Networks

604 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2015 · math.OCShow all

2 papers · 2 filters

math.OC2015★ 153 cited

On the Global Linear Convergence of Frank-Wolfe Optimization Variants

Simon Lacoste-Julien, Martin Jaggi

The Frank-Wolfe (FW) optimization algorithm has lately re-gained popularity thanks in particular to its ability to nicely handle the structured constraints appearing in machine lea…

math.OC2015★ 46 cited

A Riemannian low-rank method for optimization over semidefinite matrices with block-diagonal constraints

Nicolas Boumal

We propose a new algorithm to solve optimization problems of the form for a smooth function under the constraints that is positive semidefinite and the diagonal…