Search Results for author: Ziliang Samuel Zhong

Found 2 papers, 1 papers with code

Bridging Domains with Approximately Shared Features

1 code implementation11 Mar 2024 Ziliang Samuel Zhong, Xiang Pan, Qi Lei

Under our framework, we design and analyze a learning procedure consisting of learning approximately shared feature representation from source tasks and fine-tuning it on the target task.

Domain Adaptation feature selection

Improved theoretical guarantee for rank aggregation via spectral method

no code implementations7 Sep 2023 Ziliang Samuel Zhong, Shuyang Ling

As it is generally NP-hard to find a global ranking that minimizes the mismatch (known as the Kemeny optimization), we focus on the Erd\"os-R\'enyi outliers (ERO) model for this ranking problem.

Recommendation Systems

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