no code implementations • 29 Feb 2024 • Yuan Qiu, Nolan Bridges, Peng Chen
Deep operator networks (DeepONets), a class of neural operators that learn mappings between function spaces, have recently been developed as surrogate models for parametric partial differential equations (PDEs).
no code implementations • 16 Sep 2022 • Yuan Qiu, Jinyan Liu, Di Wang
In the first part of the paper, we consider the case where the covariates are sub-Gaussian and the responses are heavy-tailed where they only have the finite fourth moments.
no code implementations • 5 Apr 2021 • Ziyue Huang, Yuan Qiu, Ke Yi, Graham Cormode
We study the fundamental problem of frequency estimation under both privacy and communication constraints, where the data is distributed among $k$ parties.