Python implementation of "Structured Prediction with Projection Oracles".
- Probability simplex
- Unit cube
- Knapsack polytope
- Birkhoff polytope
- Permutahedron
- Order simplex
- Cartesian products
Simply copy relevant files to your project.
| [1] | SparseMAP: Differentiable Sparse Structured Inference. Vlad Niculae, André F. T. Martins, Mathieu Blondel, Claire Cardie. In Proc. of ICML 2018. [arXiv] |
| [2] | Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms. Mathieu Blondel, André F. T. Martins, Vlad Niculae. In Proc. of AISTATS 2019. [arXiv] |
| [3] | Learning with Fenchel-Young Losses. Mathieu Blondel, André F. T. Martins, Vlad Niculae. Preprint. [arXiv] |
| [4] | Structured Prediction with Projection Oracles. Mathieu Blondel. In Proc. of NeurIPS 2019. [arXiv] |
- Mathieu Blondel, 2019