Episode 32 | Andre Martins

The Geometry of Constrained Structured Prediction

Papers and Links:

• Homepage
• Google Scholar
• Thesis
• From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification
• Sparsemap: Differentiable sparse structured inference
• LP-SparseMAP
• Sparse Text Generation
• Reconciling the Discrete-Continuous Divide: Towards a Mathematical Theory of Sparse Communication
• Sparse Communication via Mixed Distributions
• Smoothing and Shrinking the Sparse Seq2Seq Search Space

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