8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Towards One-shot Federated Learning: Advances, Challenges, and Future Directions
Flora Amato, Lingyu Qiu, Mohammad Tanveer +3
One-shot FL enables collaborative training in a single round, eliminating the need for iterative communication, making it particularly suitable for use in resource-constrained and…
math.NA2023★ 8 cited
A physics-informed deep learning approach for solving strongly degenerate parabolic problems
Pasquale Ambrosio, Salvatore Cuomo, Mariapia De Rosa
In recent years, Scientific Machine Learning (SciML) methods for solving partial differential equations (PDEs) have gained increasing popularity. Within such a paradigm, Physics-In…