Deep Models and Optimization Conference Paper 2024

Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise

Author(s): Monzio Compagnoni, Enea and Liu, Tianlin and Islamov, Rustem and Proske, Frank Norbert and Orvieto, Antonio and Lucchi, Aurelien
Book Title: The Thirteenth International Conference on Learning Representations
Year: 2024
Month: November
Day: 24
Series: ICLR 2025
Bibtex Type: Conference Paper (inproceedings)
Event Name: The Thirteenth International Conference on Learning Representations
Event Place: Singapore
State: Accepted
Links:

BibTex

@inproceedings{AdaptiveSDEs2024,
  title = {Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise},
  booktitle = {The Thirteenth International Conference on Learning Representations},
  series = {ICLR 2025},
  month = nov,
  year = {2024},
  slug = {adaptivesdes2024},
  author = {Monzio Compagnoni, Enea and Liu, Tianlin and Islamov, Rustem and Proske, Frank Norbert and Orvieto, Antonio and Lucchi, Aurelien},
  month_numeric = {11}
}