Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints

Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi, Yoshua Bengio, Simon Lacoste-Julien. Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{Gallego-PosadaR22,
  title = {Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints},
  author = {Jose Gallego-Posada and Juan Ramirez and Akram Erraqabi and Yoshua Bengio and Simon Lacoste-Julien},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/089b592cccfafdca8e0178e85b609f19-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/Gallego-PosadaR22},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}