research
∙
03/07/2023
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles
In this paper, we focus on a novel optimization problem in which the obj...
share
research
∙
02/06/2023
z-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning
Federated Learning (FL) is a promising privacy-preserving distributed le...
research
∙
10/15/2021
Low-rank Matrix Recovery With Unknown Correspondence
We study a matrix recovery problem with unknown correspondence: given th...
research
∙
03/31/2021
Deep Image Harmonization by Bridging the Reality Gap
Image harmonization has been significantly advanced with large-scale har...
research
∙
09/10/2017
