MAP Estimation Algorithms in M. Pawan Kumar, University of Oxford Pushmeet Kohli, Microsoft Research Computer Vision - Part II.
Carnegie Mellon Beyond Convexity – Submodularity in Machine Learning Andreas Krause, Carlos Guestrin Carnegie Mellon University International Conference.
C. Olsson Higher-order and/or non-submodular optimization: Yuri Boykov jointly with Western University Canada O. Veksler Andrew Delong L. Gorelick C. NieuwenhuisE.
Variational Inference in Bayesian Submodular Models Josip Djolonga joint work with Andreas Krause.