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LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction.
Vlad Niculae
André F. T. Martins
Published in:
ICML (2020)
Keyphrases
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structured prediction
conditional random fields
maximum margin
objective function
linear programming
efficient learning
markov networks
optimal solution
convex optimization
latent variables
feature selection
feature extraction
high dimensional
sparse representation
pattern classification