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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...
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02/06/2023
z-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning
Federated Learning (FL) is a promising privacy-preserving distributed le...
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10/15/2021
Low-rank Matrix Recovery With Unknown Correspondence
We study a matrix recovery problem with unknown correspondence: given th...
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03/31/2021
Deep Image Harmonization by Bridging the Reality Gap
Image harmonization has been significantly advanced with large-scale har...
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09/10/2017