Concepedia

Jiaming Xu

JX

Statistics

Publications

65

Citations

2.7K

H-Index

25

Active since

2011

Affiliations

University of Illinois Urbana-Champaign(Current)

Duke University

Yale University

University of Pennsylvania

Purdue University West Lafayette

Jiaming Xu is an author at University of Illinois Urbana-Champaign specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceGraph TheoryData ScienceNetwork AnalysisNetwork ScienceMathematical ProgrammingCombinatorial OptimizationStatisticsProbability

Publications per year

2011–2023

65

Publications

65

Distributed Statistical Machine Learning in Adversarial Settings

Yudong Chen, Lili Su, Jiaming Xu · Proceedings of the ACM on Measurement and Analysis of Computing Systems · 2017 · 351 citations

Artificial Intelligence, Decentralized Machine Learning, Machine Learning +12

Distributed Statistical Machine Learning in Adversarial Settings

Yudong Chen, Lili Su, Jiaming Xu · 2018 · 253 citations · Full text

Artificial Intelligence, Decentralized Machine Learning, Machine Learning +13

POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion

Wen Chen, Pipei Huang, Jiaming Xu et al. · 2019 · 196 citations

Engineering, Model (Person), Social Media +20

Achieving Exact Cluster Recovery Threshold via Semidefinite Programming

Bruce Hajek, Yihong Wu, Jiaming Xu · IEEE Transactions on Information Theory · 2016 · 184 citations

Mathematical Programming, Cluster Computing, Graph Sparsity +16

Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices

Yudong Chen, Jiaming Xu · arXiv (Cornell University) · 2014 · 164 citations · Full text

Mathematical Programming, Engineering, Community Mining +26

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