Convergent Decomposition Solvers for Tree-reweighted Free Energies

By Jeremy Jancsary, Gerald Matz. 2011

19 citations recorded by the source corpus.

Subfields: Probabilistic & Bayesian Methods

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Probabilistic & Bayesian Methods

1. Sebastian Nowozin
2. Christoph H. Lampert
3. David A. Sontag
4. Rahul G. Krishnan
5. Simon Lacoste-Julien
6. Peter Gehler
7. Jeremy Jancsary
8. George Tucker

Citations in the corpus

• Barrier Frank-Wolfe for Marginal Inference (2015, methodology): “Fast combinatorial solvers for the TRW objective exist, including Tree-Reweighted Belief Propagation (TRBP) (Wainwright et al., 2005), convergent message-passing based on geometric programming (Globerson and Jaakkola, 2007), and dual decomposition (Jancsary and Matz, 2011).”
• Advanced Structured Prediction (2014, methodology): “(2011)) and marginalization (Wainwright et al., 2005; Jancsary and Matz, 2011; Hazan and Shashua, 2010).”