Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling

Zhenyu Zhu, Francesco Locatello, Volkan Cevher. Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{ZhuLC23-1,
  title = {Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling},
  author = {Zhenyu Zhu and Francesco Locatello and Volkan Cevher},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/0a3dc35a2391cabcb59a6b123544e3db-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/ZhuLC23-1},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}