Theory on Forgetting and Generalization of Continual Learning

Sen Lin, Peizhong Ju, Yingbin Liang, Ness B. Shroff. Theory on Forgetting and Generalization of Continual Learning. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 21078-21100, PMLR, 2023. [doi]

@inproceedings{LinJLS23,
  title = {Theory on Forgetting and Generalization of Continual Learning},
  author = {Sen Lin and Peizhong Ju and Yingbin Liang and Ness B. Shroff},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/lin23f.html},
  researchr = {https://researchr.org/publication/LinJLS23},
  cites = {0},
  citedby = {0},
  pages = {21078-21100},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}