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The Frank-Wolfe method (a.k.a.
An algorithm for quadratic programming
Frank, M. and Wolfe, P · 1956
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Constrained minimization methods
Levitin, Evgeny S and Polyak, Boris T · 1966
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Approximate methods in optimization problems
Demyanov, Vladimir F. and Rubinov, Aleksandr M · 1970
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Rates of Convergence for Conditional Gradient Algorithms Near Singular and Nonsingular Extremals
Dunn, Joseph C · 1979
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Some comments on Wolfe’s ‘away step’
GuéLat, Jacques and Marcotte, Patrice · 1986
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A regularization of the frank—wolfe method and unification of certain nonlinear programming methods
Migdalas, Athanasios · 1994
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A conditional gradient method with linear rate of convergence for solving convex linear systems
Beck, Amir and Teboulle, Marc · 2004
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Shwartz, Shay Sahlev · 2007
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Linear convergence of a modified frank-wolfe algorithm for computing minimum-volume enclosing ellipsoids
Ahipasaoglu, S. Damla, Sun, Peng, and Todd, Michael J · 2008
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Coresets, sparse greedy approximation, and the frank-wolfe algorithm
Clarkson, Kenneth L · 2008
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Sparse approximate solutions to semidefinite programs
Hazan, Elad · 2008
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A simple algorithm for nuclear norm regularized problems
Jaggi, Martin and Sulovský, Marek · 2010
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Generalized power method for sparse principal component analysis
Journée, Michel, Nesterov, Yurii, Richtárik, Peter, and Sepulchre, Rodolphe · 2010
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Large-scale convex minimization with a low-rank constraint
Shalev-Shwartz, Shai, Gonen, Alon, and Shamir, Ohad · 2011
Projection-free online learning
Hazan, Elad and Kale, Satyen · 2012
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Regularization techniques for learning with matrices
Kakade, Sham M., Shalev-Shwartz, Shai, and Tewari, Ambuj · 2012
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A hybrid algorithm for convex semidefinite optimization
Laue, Sören · 2012
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Revisiting frank-wolfe: Projection-free sparse convex optimization
Jaggi, Martin · 2013
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An affine invariant linear convergence analysis for frank-wolfe algorithms
Lacoste-Julien, Simon and Jaggi, Martin · 2013
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Block-coordinate frank-wolfe optimization for structural svms
Lacoste-Julien, Simon, Jaggi, Martin, Schmidt, Mark W., and Pletscher, Patrick · 2013
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Lifted coordinate descent for learning with trace-norm regularization
Dudík, Miroslav, Harchaoui, Zaïd, and Malick, Jérôme · 2012
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Large-scale image classification with trace-norm regularization
Harchaoui, Zaïd, Douze, Matthijs, Paulin, Mattis, Dudík, Miroslav, and Malick, Jérôme · 2012
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Playing non-linear games with linear oracles
Garber, Dan and Hazan, Elad
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Garber, Dan and Hazan, Elad
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The complexity of large-scale convex programming under a linear optimization oracle
Lan, Guanghui · 2013
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