Changyu Gao

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Neural Learning

Convex Optimization

Mathematical Framework

Top Venues

Publications

Changyu Gao, Andrew Lowy, Xingyu Zhou, Stephen J. Wright
Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses. CoRR (2024)
Charles Dickens, Changyu Gao, Connor Pryor, Stephen J. Wright, Lise Getoor
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning. CoRR (2024)
Charles Dickens, Connor Pryor, Changyu Gao, Alon Albalak, Eriq Augustine, William Yang Wang, Stephen Wright, Lise Getoor
A Mathematical Framework, a Taxonomy of Modeling Paradigms, and a Suite of Learning Techniques for Neural-Symbolic Systems. CoRR (2024)
Changyu Gao, Stephen J. Wright
Differentially Private Optimization for Smooth Nonconvex ERM. CoRR (2023)