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}
}