Concepedia

Yu-Chin Juan

YJ

8

Publications

1.1K

Citations

8

H-Index

2013

Active since

Affiliations

National Taiwan University(Current)

Tecolote Research (United States)

Carnegie Mellon University

Yu-Chin Juan is an author at National Taiwan University specializing in data mining, engineering, and computer science.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryParallel ComputingComputer EngineeringParallel ProgrammingInformation Retrieval

Publications per year

2013–2018

8

Publications

8

Field-aware Factorization Machines for CTR Prediction

Yu-Chin Juan, Yong Zhuang, Wei-Sheng Chin et al. · 2016 · 713 citations

Engineering, Machine Learning, Computational Advertising +18

A fast parallel SGD for matrix factorization in shared memory systems

Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan et al. · 2013 · 152 citations

Cluster Computing, Engineering, Machine Learning +16

A Fast Parallel Stochastic Gradient Method for Matrix Factorization in Shared Memory Systems

Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan et al. · ACM Transactions on Intelligent Systems and Technology · 2015 · 97 citations

Cluster Computing, Engineering, Machine Learning +16

Field-aware Factorization Machines in a Real-world Online Advertising System

Yu-Chin Juan, Damien Lefortier, Olivier Chapelle · 2017 · 85 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

LIBMF: a library for parallel matrix factorization in shared-memory systems

Wei-Sheng Chin, Bowen Yuan, Mengyuan Yang et al. · Journal of Machine Learning Research · 2016 · 31 citations

Cluster Computing, Engineering, Algorithmic Library +16

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