Albert Cohen

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 24

Top Topics

Image Denoising

Greedy Algorithm

Linear Approximation

State Estimation

Top Venues

Found. Comput. Math.

SIAM/ASA J. Uncertain. Quantification

SIAM J. Numer. Anal.

Publications

Peter Binev, Andrea Bonito, Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore, Guergana Petrova
Solving PDEs with Incomplete Information. SIAM J. Numer. Anal. 62 (3) (2024)
Albert Cohen, Olga Mula, Agustín Somacal
High order recovery of geometric interfaces from cell-average data. CoRR (2024)
Peter Binev, Andrea Bonito, Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore, Guergana Petrova
Solving PDEs with Incomplete Information. CoRR (2023)
Albert Cohen, Ronald A. DeVore, Guergana Petrova, Przemyslaw Wojtaszczyk
Optimal Stable Nonlinear Approximation. Found. Comput. Math. 22 (3) (2022)
Albert Cohen, Wolfgang Dahmen, Hans Z. Munthe-Kaas, Martín Sombra, Ágnes Szántó
Correction to: Preface. Found. Comput. Math. 22 (1) (2022)
Albert Cohen, Matthieu Dolbeault, Olga Mula, Agustín Somacal
Nonlinear approximation spaces for inverse problems. CoRR (2022)
Albert Cohen, Wolfgang Dahmen, Olga Mula, James A. Nichols
Nonlinear Reduced Models for State and Parameter Estimation. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore
State Estimation - The Role of Reduced Models. CoRR (2020)
Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore, Jalal Fadili, Olga Mula, James A. Nichols
Optimal Reduced Model Algorithms for Data-Based State Estimation. SIAM J. Numer. Anal. 58 (6) (2020)
Albert Cohen, Wolfgang Dahmen, Olga Mula, James A. Nichols
Nonlinear reduced models for state and parameter estimation. CoRR (2020)
Andrea Bonito, Albert Cohen, Ronald A. DeVore, Diane Guignard, Peter Jantsch, Guergana Petrova
Nonlinear Methods for Model Reduction. CoRR (2020)
Albert Cohen, Ronald A. DeVore, Guergana Petrova, Przemyslaw Wojtaszczyk
Optimal Stable Nonlinear Approximation. CoRR (2020)
Benjamin Arras, Markus Bachmayr, Albert Cohen
Sequential Sampling for Optimal Weighted Least Squares Approximations in Hierarchical Spaces. SIAM J. Math. Data Sci. 1 (1) (2019)
Albert Cohen, Mark A. Davenport, Dany Leviatan
Correction to: On the Stability and Accuracy of Least Squares Approximations. Found. Comput. Math. 19 (1) (2019)
Albert Cohen, Wolfgang Dahmen, Hans Z. Munthe-Kaas, Martín Sombra, Ágnes Szántó
Preface. Found. Comput. Math. 19 (5) (2019)
Albert Cohen, Christoph Schwab, Jakob Zech
Shape Holomorphy of the Stationary Navier-Stokes Equations. SIAM J. Math. Anal. 50 (2) (2018)
Peter Binev, Albert Cohen, Olga Mula, James A. Nichols
Greedy Algorithms for Optimal Measurements Selection in State Estimation Using Reduced Models. SIAM/ASA J. Uncertain. Quantification 6 (3) (2018)
Andrea Bonito, Albert Cohen, Ronald A. DeVore, Guergana Petrova, Gerrit Welper
Diffusion Coefficients Estimation for Elliptic Partial Differential Equations. SIAM J. Math. Anal. 49 (2) (2017)
Peter Binev, Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore, Guergana Petrova, Przemyslaw Wojtaszczyk
Data Assimilation in Reduced Modeling. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Markus Bachmayr, Albert Cohen, Dinh Dung, Christoph Schwab
Fully Discrete Approximation of Parametric and Stochastic Elliptic PDEs. SIAM J. Numer. Anal. 55 (5) (2017)
Markus Bachmayr, Albert Cohen
Kolmogorov widths and low-rank approximations of parametric elliptic PDEs. Math. Comput. 86 (304) (2017)
Albert Cohen, Ronald A. DeVore
Approximation of high-dimensional parametric PDEs. CoRR (2015)
Albert Cohen, Ronald A. DeVore
Kolmogorov widths under holomorphic mappings. CoRR (2015)
Albert Cohen, Ronald A. DeVore
Approximation of high-dimensional parametric PDEs. Acta Numer. 24 (2015)
Abdellah Chkifa, Albert Cohen, Christoph Schwab
High-Dimensional Adaptive Sparse Polynomial Interpolation and Applications to Parametric PDEs. Found. Comput. Math. 14 (4) (2014)
Albert Cohen, Mark A. Davenport, Dany Leviatan
On the Stability and Accuracy of Least Squares Approximations. Found. Comput. Math. 13 (5) (2013)
Francesc Aràndiga, Albert Cohen, Dionisio F. Yáñez
Learning-based multiresolution transforms with application to image compression. Signal Process. 93 (9) (2013)
Jean-Marie Mirebeau, Albert Cohen
Greedy bisection generates optimally adapted triangulations. Math. Comput. 81 (278) (2012)
Albert Cohen, Ronald A. DeVore, Ricardo H. Nochetto
Convergence Rates of AFEM with H -1 Data. Found. Comput. Math. 12 (5) (2012)
Albert Cohen, Nira Dyn, Frédéric Hecht, Jean-Marie Mirebeau
Adaptive multiresolution analysis based on anisotropic triangulations. Math. Comput. 81 (278) (2012)
Peter Binev, Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore, Guergana Petrova, Przemyslaw Wojtaszczyk
Convergence Rates for Greedy Algorithms in Reduced Basis Methods. SIAM J. Math. Anal. 43 (3) (2011)
Jean-Marie Mirebeau, Albert Cohen
Anisotropic Smoothness Classes: From Finite Element Approximation to Image Models. J. Math. Imaging Vis. 38 (1) (2010)
Francesc Aràndiga, Albert Cohen, Dionisio F. Yáñez
Design of Multiresolution Operators Using Statistical Learning Tools: Application to Compression of Signals. Curves and Surfaces (2010)
Francesc Aràndiga, Albert Cohen, Rosa Donat, Basarab Matei
Edge detection insensitive to changes of illumination in the image. Image Vis. Comput. 28 (4) (2010)
Albert Cohen, Ronald A. DeVore, Christoph Schwab
-term Galerkin Approximations for a Class of Elliptic sPDEs. Found. Comput. Math. 10 (6) (2010)
Raymond S. Wagner, Richard G. Baraniuk, Shu Du, David B. Johnson, Albert Cohen
An architecture for distributed wavelet analysis and processing in sensor networks. IPSN (2006)
Francesc Aràndiga, Albert Cohen, Rosa Donat, Nira Dyn
Interpolation and Approximation of Piecewise Smooth Functions. SIAM J. Numer. Anal. 43 (1) (2005)
Peter Binev, Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore, Vladimir N. Temlyakov
Universal Algorithms for Learning Theory Part I : Piecewise Constant Functions. J. Mach. Learn. Res. 6 (2005)
Albert Cohen, Marc Hoffmann, Markus Reiß
Adaptive Wavelet Galerkin Methods for Linear Inverse Problems. SIAM J. Numer. Anal. 42 (4) (2004)
Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore
Sparse Evaluation of Compositions of Functions Using Multiscale Expansions. SIAM J. Math. Anal. 35 (2) (2003)
Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore
Adaptive Wavelet Schemes for Nonlinear Variational Problems. SIAM J. Numer. Anal. 41 (5) (2003)
Francesc Aràndiga, Albert Cohen, Manuel Doblas, Basarab Matei
Edge adapted nonlinear multiscale transforms for compact image representation. ICIP (1) (2003)
Albert Cohen, Sidi Mahmoud Kaber, Siegfried Müller, Marie Postel
Fully adaptive multiresolution finite volume schemes for conservation laws. Math. Comput. 72 (241) (2003)
Sergio Amat, Francesc Aràndiga, Albert Cohen, Rosa Donat
Tensor product multiresolution analysis with error control for compact image representation. Signal Process. 82 (4) (2002)
Albert Cohen, Ingrid Daubechies, Onur G. Guleryuz, Michael T. Orchard
On the importance of combining wavelet-based nonlinear approximation with coding strategies. IEEE Trans. Inf. Theory 48 (7) (2002)
Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore
Adaptive Wavelet Methods II - Beyond the Elliptic Case. Found. Comput. Math. 2 (3) (2002)
Albert Cohen, Wolfgang Dahmen, Ronald A. DeVore
Adaptive wavelet methods for elliptic operator equations: Convergence rates. Math. Comput. 70 (233) (2001)
Albert Cohen, Basarab Matei
Compact representation of images by edge adapted multiscale transforms. ICIP (1) (2001)
Arne Barinka, Titus Barsch, Philippe Charton, Albert Cohen, Stephan Dahlke, Wolfgang Dahmen, Karsten Urban
Adaptive Wavelet Schemes for Elliptic Problems - Implementation and Numerical Experiments. SIAM J. Sci. Comput. 23 (3) (2001)
Albert Cohen, Benoît Perthame
Optimal Approximations of Transport Equations by Particle and Pseudoparticle Methods. SIAM J. Math. Anal. 32 (3) (2000)
Albert Cohen, Raphaël Danchin
Multiscale Approximation of Vortex Patches. SIAM J. Appl. Math. 60 (2) (2000)
Albert Cohen, Roland Masson
Wavelet adaptive method for second order elliptic problems: boundary conditions and domain decomposition. Numerische Mathematik 86 (2) (2000)
Albert Cohen, Roland Masson
Wavelet Methods for Second-Order Elliptic Problems, Preconditioning, and Adaptivity. SIAM J. Sci. Comput. 21 (3) (1999)
Albert Cohen, Jean-Pierre D'Ales
Nonlinear Approximation of Random Functions. SIAM J. Appl. Math. 57 (2) (1997)
Guillermo Sapiro, Albert Cohen, Alfred M. Bruckstein
A Subdivision Scheme for Continuous-Scale B-Splines and Affine-Invariant Progressive Smoothing. J. Math. Imaging Vis. 7 (1) (1997)
François Moreau de Saint-Martin, Albert Cohen, Pierre Siohan
A measure of near-orthogonality of PR biorthogonal filter banks. ICASSP (1995)