Concepedia

Lee Jones

LJ

16

Publications

1.1K

Citations

12

H-Index

1971

Active since

Affiliations

University of Massachusetts Lowell(Current)

Texas Tech University

University of Göttingen

Lee Jones is an author at University of Massachusetts Lowell specializing in engineering, approximation theory, and functional analysis.

Top concepts

EngineeringFunctional AnalysisApproximation TheoryComputer ScienceMachine LearningStatisticsData ScienceStatistical InferenceMathematical ProgrammingEducation

Publications per year

1971–2022

16

Publications

16

A Simple Lemma on Greedy Approximation in Hilbert Space and Convergence Rates for Projection Pursuit Regression and Neural Network Training

Lee Jones · The Annals of Statistics · 1992 · 475 citations · Full text

Sparse Representation, Engineering, Machine Learning +14

On a Conjecture of Huber Concerning the Convergence of Projection Pursuit Regression

Lee Jones · The Annals of Statistics · 1987 · 189 citations · Full text

Mathematical Programming, Spectral Theory, Projection Pursuit Procedure +15

Constructive approximations for neural networks by sigmoidal functions

Lee Jones · Proceedings of the IEEE · 1990 · 145 citations

Bounded Sigmoidal, Evolving Neural Network, Engineering +15

The computational intractability of training sigmoidal neural networks

Lee Jones · IEEE Transactions on Information Theory · 1997 · 39 citations

Mathematical Programming, Artificial Intelligence, Target Function +16

On uniform generation of two-way tables with fixed margins and the conditional volume test of Diaconis and Efron

Rachel Holmes, Lee Jones · The Annals of Statistics · 1996 · 30 citations · Full text

Engineering, Conditional Volume Test, Data Science +11

Rows per page

1–5 of 16