Learning to Generate Synthetic Training Data Using Gradient Matching and Implicit Differentiation

Dmitry Medvedev, Alexander D'yakonov. Learning to Generate Synthetic Training Data Using Gradient Matching and Implicit Differentiation. In Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov 0002, Michael Yu. Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina, editors, Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Supplementary Proceedings. Volume 1573 of Communications in Computer and Information Science, pages 138-150, Springer, 2021. [doi]

@inproceedings{MedvedevD21,
  title = {Learning to Generate Synthetic Training Data Using Gradient Matching and Implicit Differentiation},
  author = {Dmitry Medvedev and Alexander D'yakonov},
  year = {2021},
  doi = {10.1007/978-3-031-15168-2_12},
  url = {https://doi.org/10.1007/978-3-031-15168-2_12},
  researchr = {https://researchr.org/publication/MedvedevD21},
  cites = {0},
  citedby = {0},
  pages = {138-150},
  booktitle = {Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Tbilisi, Georgia, December 16-18, 2021, Revised Supplementary Proceedings},
  editor = {Evgeny Burnaev and Dmitry I. Ignatov and Sergei Ivanov 0002 and Michael Yu. Khachay and Olessia Koltsova and Andrei Kutuzov and Sergei O. Kuznetsov and Natalia V. Loukachevitch and Amedeo Napoli and Alexander Panchenko and Panos M. Pardalos and Jari Saramäki and Andrey V. Savchenko and Evgenii Tsymbalov and Elena Tutubalina},
  volume = {1573},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  isbn = {978-3-031-15168-2},
}