Approximate Inference
Occam's razor in massive data acquisition: a statistical physics approach
Approximate Inference in Natural Language Processing
An Incremental Subgradient Algorithm for Approximate MAP Estimation in Graphical Models
Poster Spotlights
Graphical Models and message-passing algorithms
A message-passing approach to stochastic optimization and inverse dynamical problems
MAP inference in Discrete Models
MAP Estimation with Perfect Graphs