Charles A. Micchelli

141

Publications

11.4K

Citations

H-Index

1972

Active since

Affiliations

IBM Research - Thomas J. Watson Research Center(Current)

IBM (United States)

University at Albany, State University of New York

Albany State University

University College London

Charles A. Micchelli is an author at IBM Research - Thomas J. Watson Research Center specializing in engineering, approximation theory, and functional analysis.

Top concepts

EngineeringApproximation TheoryFunctional AnalysisNumerical AnalysisComputational GeometryInverse ProblemsMathematical ProgrammingComputer ScienceSpectral TheoryMachine Learning

Publications per year

1972–2016

141

Publications

141

Interpolation of scattered data: Distance matrices and conditionally positive definite functions

Charles A. Micchelli · Constructive Approximation · 1986 · 1.2K citations

Numerical Analysis, Geometric Interpolation, Engineering +11

Learning Multiple Tasks with Kernel Methods

Theodoros Evgeniou, Charles A. Micchelli, Massimiliano Pontil · Journal of Machine Learning Research · 2005 · 836 citations

Artificial Intelligence, Multiple Tasks, Multiple Instance Learning +17

On Learning Vector-Valued Functions

Charles A. Micchelli, Massimiliano Pontil · Neural Computation · 2004 · 489 citations

Regularization Functionals, Support Vector Machine, Engineering +14

Stationary subdivision

A. S. Cavaretta, Wolfgang Dahmen, Charles A. Micchelli · Memoirs of the American Mathematical Society · 1991 · 422 citations · Full text

Learning the Kernel Function via Regularization

Charles A. Micchelli, Massimiliano Pontil · Journal of Machine Learning Research · 2005 · 404 citations

Mathematical Programming, Optimal Kernel, Engineering +18

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