Charles A. Micchelli

Publication Activity (10 Years)

Years Active: 1974-2020
Publications (10 Years): 5

Top Topics

Asymptotic Analysis

Sparsity Inducing

Polynomial Approximation

Top Venues

Adv. Comput. Math.

J. Approx. Theory

Publications

Dinh Dung, Charles A. Micchelli, Vu Nhat Huy
Approximation by linear combinations of translates of a single function. CoRR (2020)
Dinh Dung, Charles A. Micchelli, Vu Nhat Huy
Approximation by translates of a single function of functions in space induced by the convolution with a given function. Appl. Math. Comput. 361 (2019)
Patrick L. Combettes, Andrew M. McDonald, Charles A. Micchelli, Massimiliano Pontil
Learning with optimal interpolation norms. Numer. Algorithms 81 (2) (2019)
Yeon Ju Lee, Charles A. Micchelli, Jungho Yoon
On multivariate discrete least squares. J. Approx. Theory 211 (2016)
Dinh Dung, Charles A. Micchelli
Corrigendum to "Multivariate approximation by translates of the Korobov function on Smolyak grids" [J. Complexity 29 (2013) 424-437]. J. Complex. 35 (2016)
Jianqiang Liu, Charles A. Micchelli, Rui Wang, Yuesheng Xu
Finite rank kernels for multi-task learning. Adv. Comput. Math. 38 (2) (2013)
Andreas Argyriou, Luca Baldassarre, Charles A. Micchelli, Massimiliano Pontil
On Sparsity Inducing Regularization Methods for Machine Learning. Empirical Inference (2013)
Dinh Dung, Charles A. Micchelli
Multivariate approximation by translates of the Korobov function on Smolyak grids. J. Complex. 29 (6) (2013)
Charles A. Micchelli, Tao Zhao
On discrete ℓ1-regularization. Adv. Comput. Math. 38 (2) (2013)
Andreas Argyriou, Luca Baldassarre, Charles A. Micchelli, Massimiliano Pontil
On Sparsity Inducing Regularization Methods for Machine Learning CoRR (2013)
Charles A. Micchelli, Jianzhong Wang, Yi Wang
On an asymptotic analysis of polynomial approximation to halfband filters. Adv. Comput. Math. 38 (3) (2013)
Charles A. Micchelli, Lixin Shen, Yuesheng Xu, Xueying Zeng
Proximity algorithms for the L1/TV image denoising model. Adv. Comput. Math. 38 (2) (2013)
Charles A. Micchelli, Yuesheng Xu, Bo Yu
On computing with the Hilbert spline transform. Adv. Comput. Math. 38 (3) (2013)
Charles A. Micchelli, Jean Morales, Massimiliano Pontil
Regularizers for structured sparsity. Adv. Comput. Math. 38 (3) (2013)
Yeon Ju Lee, Charles A. Micchelli
On collocation matrices for interpolation and approximation. J. Approx. Theory 174 (2013)
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu
Efficient First Order Methods for Linear Composite Regularizers CoRR (2011)
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil
On Spectral Learning. J. Mach. Learn. Res. 11 (2010)
Charles A. Micchelli, Jean Morales, Massimiliano Pontil
A Family of Penalty Functions for Structured Sparsity. NIPS (2010)
Qiuhui Chen, Charles A. Micchelli, Yi Wang
Functions with spline Spectra and their Applications. Int. J. Wavelets Multiresolution Inf. Process. 8 (2) (2010)
Peder A. Olsen, Vaibhava Goel, Charles A. Micchelli, John R. Hershey
Modeling posterior probabilities using the linear exponential family. INTERSPEECH (2010)
Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
Optimal learning of bandlimited functions from localized sampling. J. Complex. 25 (2) (2009)
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil
When Is There a Representer Theorem? Vector Versus Matrix Regularizers. J. Mach. Learn. Res. 10 (2009)
Charles A. Micchelli, Richard S. Varga
Theodore J. Rivlin (1926-2006). J. Approx. Theory 161 (1) (2009)
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil
When is there a representer theorem? Vector versus matrix regularizers CoRR (2008)
Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
On translation invariant operators which preserve the B-spline recurrence. Adv. Comput. Math. 28 (2) (2008)
Andrea Caponnetto, Charles A. Micchelli, Massimiliano Pontil, Yiming Ying
Universal Multi-Task Kernels. J. Mach. Learn. Res. 9 (2008)
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Yiming Ying
A Spectral Regularization Framework for Multi-Task Structure Learning. NIPS (2007)
Charles A. Micchelli, Massimiliano Pontil
Feature space perspectives for learning the kernel. Mach. Learn. 66 (2-3) (2007)
Qiuhui Chen, Charles A. Micchelli, Yuesheng Xu
On the matrix completion problem for multivariate filter bank construction. Adv. Comput. Math. 26 (1-3) (2007)
Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
Universal Kernels. J. Mach. Learn. Res. 7 (2006)
Andreas Argyriou, Raphael Hauser, Charles A. Micchelli, Massimiliano Pontil
A DC-programming algorithm for kernel selection. ICML (2006)
Theodoros Evgeniou, Charles A. Micchelli, Massimiliano Pontil
Learning Multiple Tasks with Kernel Methods. J. Mach. Learn. Res. 6 (2005)
Charles A. Micchelli, Massimiliano Pontil
Learning the Kernel Function via Regularization. J. Mach. Learn. Res. 6 (2005)
Charles A. Micchelli, Massimiliano Pontil
On Learning Vector-Valued Functions. Neural Comput. 17 (1) (2005)
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil
Learning Convex Combinations of Continuously Parameterized Basic Kernels. COLT (2005)
Charles A. Micchelli, Massimiliano Pontil
Kernels for Multi--task Learning. NIPS (2004)
Charles A. Micchelli, Massimiliano Pontil
A Function Representation for Learning in Banach Spaces. COLT (2004)
Qiuhui Chen, Charles A. Micchelli, Silong Peng, Yuesheng Xu
Multivariate Filter Banks Having Matrix Factorizations. SIAM J. Matrix Anal. Appl. 25 (2) (2003)
Zhongying Chen, Charles A. Micchelli, Yuesheng Xu
Fast Collocation Methods for Second Kind Integral Equations. SIAM J. Numer. Anal. 40 (1) (2002)
Zhongying Chen, Charles A. Micchelli, Yuesheng Xu
Discrete Wavelet Petrov-Galerkin Methods. Adv. Comput. Math. 16 (1) (2002)
Geoff Boyd, Charles A. Micchelli, Gilbert Strang, Ding-Xuan Zhou
Binomial Matrices. Adv. Comput. Math. 14 (4) (2001)
Sankar Basu, Charles A. Micchelli, Peter Olsen
Maximum entropy and maximum likelihood criteria for feature selection from multivariate data. ISCAS (2000)
Xin Li, Charles A. Micchelli
Approximation by radial bases and neural networks. Numer. Algorithms 25 (1-4) (2000)
Tim N. T. Goodman, Charles A. Micchelli, Giuseppe Rodriguez, Sebastiano Seatzu
On the Cholesky Factorization of the Gram Matrix of Multivariate Functions. SIAM J. Matrix Anal. Appl. 22 (2) (2000)
Zhongying Chen, Charles A. Micchelli, Yuesheng Xu
A construction of interpolating wavelets on invariant sets. Math. Comput. 68 (228) (1999)
Sankar Basu, Charles A. Micchelli, Peder A. Olsen
Maximum likelihood estimates for exponential type density families. ICASSP (1999)
Zhongying Chen, Charles A. Micchelli, Yuesheng Xu
The Petrov-Galerkin method for second kind integral equations II: multiwavelet schemes. Adv. Comput. Math. 7 (3) (1997)
Tim N. T. Goodman, Charles A. Micchelli, Giuseppe Rodriguez, Sebastiano Seatzu
Spectral factorization of Laurent polynomials. Adv. Comput. Math. 7 (4) (1997)
Wayne Lawton, Charles A. Micchelli
Construction of conjugate quadrature filters with specified zeros. Numer. Algorithms 14 (4) (1997)
Charles A. Micchelli, Tomas Sauer
Regularity of multiwavelets. Adv. Comput. Math. 7 (4) (1997)
Charles A. Micchelli, Yuesheng Xu
Reconstruction and Decomposition Algorithms for Biorthogonal Multiwavelets. Multidimens. Syst. Signal Process. 8 (1-2) (1997)
Wayne Lawton, Charles A. Micchelli
Design of conjugate quadrature filters having specified zeros. ICASSP (1997)
Laura Gori, Charles A. Micchelli
On weight functions which admit explicit Gauss-Turán quadrature formulas. Math. Comput. 65 (216) (1996)
Bradley John Charles Baxter, Charles A. Micchelli
-inverses of multivariate Toeplitz matrices. Numer. Algorithms 6 (1) (1994)
Hrushikesh Narhar Mhaskar, Charles A. Micchelli
Dimension-independent bounds on the degree of approximation by neural networks. IBM J. Res. Dev. 38 (3) (1994)
Hrushikesh Narhar Mhaskar, Charles A. Micchelli
How to Choose an Activation Function. NIPS (1993)
Wolfgang Dahmen, Charles A. Micchelli
Continuous refinement equations and subdivision. Adv. Comput. Math. 1 (1) (1993)
Charles A. Micchelli
Optimal estimation of linear operators from inaccurate data: A second look. Numer. Algorithms 5 (8) (1993)
Phillip J. Barry, Ronald N. Goldman, Charles A. Micchelli
Knot insertion algorithms for piecewise polynomial spaces determined by connection matrices. Adv. Comput. Math. 1 (2) (1993)
Rong-Qing Jia, Charles A. Micchelli
Using the refinement equation for the construction of pre-wavelets V: Extensibility of trigonometric polynomials. Computing 48 (1) (1992)
Mariano Gasca, Charles A. Micchelli, Juan Manuel Peña
Almost strictly totally positive matrices. Numer. Algorithms 2 (2) (1992)
Charles A. Micchelli, Christophe Rabut, Florencio I. Utreras
Using the refinement equation for the construction of pre-wavelets III: Elliptic splines. Numer. Algorithms 1 (3) (1991)
Charles A. Micchelli
Using the refinement equation for the construction of pre-wavelets. Numer. Algorithms 1 (1) (1991)
Nira Dyn, David Levin, Charles A. Micchelli
Using parameters to increase smoothness of curves and surfaces generated by subdivision. Comput. Aided Geom. Des. 7 (1-4) (1990)
Charles A. Micchelli, Hartmut Prautzsch
Computing surfaces invariant under subdivision. Comput. Aided Geom. Des. 4 (4) (1987)
Charles A. Micchelli, Theodore J. Rivlin
An optimal recovery view of Walsh's equiconvergence theorem. J. Complex. 3 (3) (1987)
Hartmut Prautzsch, Charles A. Micchelli
Computing curves invariant under halving. Comput. Aided Geom. Des. 4 (1-2) (1987)
Wolfgang Dahmen, Charles A. Micchelli
On the piecewise structure of discrete box splines. Comput. Aided Geom. Des. 3 (3) (1986)
Wolfgang Dahmen, Charles A. Micchelli
Line average algorithm: A method for the computer generation of smooth surfaces. Comput. Aided Geom. Des. 2 (1-3) (1985)
Wolfgang Dahmen, Charles A. Micchelli
Subdivision algorithms for the generation of box spline surfaces. Comput. Aided Geom. Des. 1 (2) (1984)
Charles A. Micchelli, Willard L. Miranker
High Order Search Methods for Finding Roots. J. ACM 22 (1) (1975)
Charles A. Micchelli
Characterization of Chebyshev approximation by weak Markoff systems. Computing 12 (1) (1974)