15 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.CV2015★ 6 cited
Convex Optimization for Parallel Energy Minimization
K. S. Sesh Kumar, Alvaro Barbero, Stefanie Jegelka +2
Energy minimization has been an intensely studied core problem in computer vision. With growing image sizes (2D and 3D), it is now highly desirable to run energy minimization algor…
cs.LG2012★ 15 cited
Convex Relaxations for Learning Bounded Treewidth Decomposable Graphs
K. S. Sesh Kumar, Francis Bach
We consider the problem of learning the structure of undirected graphical models with bounded treewidth, within the maximum likelihood framework. This is an NP-hard problem and mos…