output
20132022
most citedFine-Grained Visual Classification of Aircraft

1.2k 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 2016Show all

3 papers · 1 filter

cs.LG2016★ 42 cited

Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs

Anton Osokin, Jean-Baptiste Alayrac, Isabella Lukasewitz +2

In this paper, we propose several improvements on the block-coordinate Frank-Wolfe (BCFW) algorithm from Lacoste-Julien et al. (2013) recently used to optimize the structured suppo…

stat.ML2016★ 11 cited

Learning to Discover Sparse Graphical Models

Eugene Belilovsky, Kyle Kastner, Gaël Varoquaux +1

We consider structure discovery of undirected graphical models from observational data. Inferring likely structures from few examples is a complex task often requiring the formulat…

stat.ML2016★ 6 cited

A Convex Surrogate Operator for General Non-Modular Loss Functions

Jiaqian Yu, Matthew Blaschko

Empirical risk minimization frequently employs convex surrogates to underlying discrete loss functions in order to achieve computational tractability during optimization. However,…