Concepedia

Xiaohui Xie

XX

10

Publications

547

Citations

10

H-Index

2002

Active since

Affiliations

University of California, Irvine(Current)

Massachusetts Institute of Technology

The University of Texas at Austin

Xiaohui Xie is an author at University of California, Irvine specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceBiostatisticsStatisticsNeuroscienceSocial SciencesSignal ProcessingKnowledge Discovery

Publications per year

2002–2023

10

Publications

10

Learning in neural networks by reinforcement of irregular spiking

Xiaohui Xie, H. Sebastian Seung · Physical Review E · 2004 · 146 citations

Cognitive Science, Engineering, Neurodynamics +12

A Gradient Boosting Algorithm for Survival Analysis via Direct Optimization of Concordance Index

Yifei Chen, Zhenyu Jia, Dan Mercola et al. · Computational and Mathematical Methods in Medicine · 2013 · 127 citations · Full text

Gradient Boosting Machine, Prognostic Evaluation, Classification Method +15

Split Bregman method for large scale fused Lasso

Gui–Bo Ye, Xiaohui Xie · Computational Statistics & Data Analysis · 2010 · 107 citations

Sparse Representation, Engineering, Machine Learning +5

Efficient variable selection in support vector machines via the alternating direction method of multipliers

Gui–Bo Ye, Yifei Chen, Xiaohui Xie · Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 2011 · 52 citations

Threshold behaviour of the maximum likelihood method in population decoding

Xiaohui Xie · Network Computation in Neural Systems · 2002 · 29 citations

Population Size, Engineering, Threshold Population Size +16

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