Search Results for author: Zhide Wei

Found 2 papers, 0 papers with code

On The Relative Error of Random Fourier Features for Preserving Kernel Distance

no code implementations1 Oct 2022 Kuan Cheng, Shaofeng H. -C. Jiang, Luojian Wei, Zhide Wei

The method of random Fourier features (RFF), proposed in a seminal paper by Rahimi and Recht (NIPS'07), is a powerful technique to find approximate low-dimensional representations of points in (high-dimensional) kernel space, for shift-invariant kernels.

Dimensionality Reduction

Bounded Incentives in Manipulating the Probabilistic Serial Rule

no code implementations28 Jan 2020 Zihe Wang, Zhide Wei, Jie Zhang

In this paper, we characterize the extent to which an individual agent can increase its utility by strategic manipulation.

Fairness

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