Search Results for author: Liang Yuan

Found 4 papers, 0 papers with code

An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering

no code implementations22 Apr 2021 Kun Li, Liang Yuan, Yunquan Zhang, Gongwei Chen

As the data size in Machine Learning fields grows exponentially, it is inevitable to accelerate the computation by utilizing the ever-growing large number of available cores provided by high-performance computing hardware.

A Concept Knowledge-Driven Keywords Retrieval Framework for Sponsored Search

no code implementations21 Feb 2021 Yijiang Lian, Yubo Liu, Zhicong Ye, Liang Yuan, Yanfeng Zhu, Min Zhao, Jianyi Cheng, Xinwei Feng

This framework has been successfully applied to Baidu's sponsored search system, which yields a significant improvement in revenue.

Optimizing AD Pruning of Sponsored Search with Reinforcement Learning

no code implementations5 Aug 2020 Yijiang Lian, Zhijie Chen, Xin Pei, Shuang Li, Yifei Wang, Yuefeng Qiu, Zhiheng Zhang, Zhipeng Tao, Liang Yuan, Hanju Guan, Kefeng Zhang, Zhigang Li, Xiaochun Liu

Industrial sponsored search system (SSS) can be logically divided into three modules: keywords matching, ad retrieving, and ranking.

Enhancement of land-use change modeling using convolutional neural networks and convolutional denoising autoencoders

no code implementations3 Mar 2018 Guodong Du, Liang Yuan, Kong Joo Shin, Shunsuke Managi

This study applies convolutional neural networks (CNN) to capture neighborhood characteristics from satellite images and to enhance the performance of LUC modeling.

Denoising

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