Search Results for author: Shifan Zhao

Found 5 papers, 2 papers with code

MedDiff: Generating Electronic Health Records using Accelerated Denoising Diffusion Model

no code implementations8 Feb 2023 Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C Ho

Due to patient privacy protection concerns, machine learning research in healthcare has been undeniably slower and limited than in other application domains.

Denoising

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields

1 code implementation6 Feb 2023 Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang

Previous research has demonstrated the advantages of integrating data from multiple sources over traditional unimodal data, leading to the emergence of numerous novel multimodal applications.

Classification

An Efficient Nonlinear Acceleration method that Exploits Symmetry of the Hessian

no code implementations22 Oct 2022 Huan He, Shifan Zhao, Ziyuan Tang, Joyce C Ho, Yousef Saad, Yuanzhe Xi

Nonlinear acceleration methods are powerful techniques to speed up fixed-point iterations.

GDA-AM: On the effectiveness of solving minimax optimization via Anderson Acceleration

1 code implementation6 Oct 2021 Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C Ho, Yousef Saad

We also empirically show that GDA-AMsolves a variety of minimax problems and improves GAN training on several datasets

GDA-AM: ON THE EFFECTIVENESS OF SOLVING MIN-IMAX OPTIMIZATION VIA ANDERSON MIXING

no code implementations ICLR 2022 Huan He, Shifan Zhao, Yuanzhe Xi, Joyce Ho, Yousef Saad

We also empirically show that GDA-AM solves a variety of minimax problems and improves GAN training on several datasets

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