Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction

Stephen Bach, Bert Huang, Ben London +1

Graphical models for structured domains are powerful tools, but the computational complexities of combinatorial prediction spaces can force restrictions on models, or require appro…