Concepedia

Aolin Xu

AX

Statistics

Publications

10

Citations

450

H-Index

10

Active since

2010

Affiliations

University of Illinois Urbana-Champaign(Current)

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

Top concepts

EngineeringComputer ScienceInformationProbabilityData ScienceStatistical InferenceEntropyStatisticsMachine LearningComputational Complexity

Publications per year

2010–2022

10

Publications

10

Information-theoretic analysis of generalization capability of learning algorithms

Aolin Xu, Maxim Raginsky · arXiv (Cornell University) · 2017 · 130 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Information-theoretic analysis of generalization capability of learning algorithms

Aolin Xu, Maxim Raginsky · arXiv (Cornell University) · 2017 · 102 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Information-theoretic analysis of stability and bias of learning algorithms

Maxim Raginsky, Alexander Rakhlin, Matthew Tsao et al. · 2016 · 68 citations

Artificial Intelligence, Engineering, Machine Learning +16

Information-Theoretic Lower Bounds on Bayes Risk in Decentralized Estimation

Aolin Xu, Maxim Raginsky · IEEE Transactions on Information Theory · 2016 · 48 citations

Engineering, Information Theory, Data Science +15

Minimum Excess Risk in Bayesian Learning

Aolin Xu, Maxim Raginsky · IEEE Transactions on Information Theory · 2022 · 27 citations · Full text

Bayesian Statistic, Engineering, Machine Learning +12

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