429 citations · 450 across the 16 of their papers we have counts for
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stat.ML2016
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,…
stat.ML2016
A U-statistic Approach to Hypothesis Testing for Structure Discovery in Undirected Graphical Models
Wacha Bounliphone, Matthew Blaschko
Structure discovery in graphical models is the determination of the topology of a graph that encodes conditional independence properties of the joint distribution of all variables…