Papers

Accepted Papers  (For the slides and videos of the invited talks, see the detailed schedule page)


Nikhil Rao, Parikshit Shah and Stephen Wright Conditional Gradient with Enhancement and Truncation for Atomic Norm Regularization [ Slides ]   [ Video ]
Hector Allende, Emanuele Frandi, Ricardo Nanculef, Claudio Sartori Pairwise Away Steps for the Frank-Wolfe Algorithm
Simon Lacoste-Julien and Martin Jaggi An Affine Invariant Linear Convergence Analysis for Frank-Wolfe Algorithms [ Slides ]   [ Video ]
Vamsi Potluru, Jonathan Le Roux, Barak Pearlmutter, John Hershey and Matthew Brand Coordinate Descent for mixed-norm NMF
[ Slides ]   [ Video ]
Robert M. Freund and Paul Grigas New Analysis and Results for the Conditional Gradient Method [ Slides ]   [ Video ]
Xiaocheng Tang and Katya Scheinberg Complexity of Inexact Proximal Newton methods [ Slides ]   [ Video ]
Jacob Steinhardt and Jonathan Huggins A Greedy Framework for First-Order Optimization [ Slides ]   [ Video ]
Ahmed Farahat, Ali Ghodsi and Mohamed Kamel A Fast Greedy Algorithm for Generalized Column Subset Selection [ Slides ]   [ Video ]
[ Poster ]
David Belanger, Dan Sheldon and Andrew McCallum Marginal Inference in MRFs using Frank-Wolfe [ Slides ]   [ Video ]

(click the corresponding title for the paper PDF)  [ mirror ]
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