Cautious Regret Minimization: Online Optimization with Long-Term Budget Constraints

Nikolaos Liakopoulos, Apostolos Destounis, Georgios S. Paschos, Thrasyvoulos Spyropoulos, Panayotis Mertikopoulos. Cautious Regret Minimization: Online Optimization with Long-Term Budget Constraints. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 3944-3952, PMLR, 2019. [doi]

@inproceedings{LiakopoulosDPSM19,
  title = {Cautious Regret Minimization: Online Optimization with Long-Term Budget Constraints},
  author = {Nikolaos Liakopoulos and Apostolos Destounis and Georgios S. Paschos and Thrasyvoulos Spyropoulos and Panayotis Mertikopoulos},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/liakopoulos19a.html},
  researchr = {https://researchr.org/publication/LiakopoulosDPSM19},
  cites = {0},
  citedby = {0},
  pages = {3944-3952},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}