Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions

Mathias Niepert, Pasquale Minervini, Luca Franceschi. Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 14567-14579, 2021. [doi]

@inproceedings{NiepertMF21,
  title = {Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions},
  author = {Mathias Niepert and Pasquale Minervini and Luca Franceschi},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/7a430339c10c642c4b2251756fd1b484-Abstract.html},
  researchr = {https://researchr.org/publication/NiepertMF21},
  cites = {0},
  citedby = {0},
  pages = {14567-14579},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}