Ingrid Daubechies

Ingrid Daubechies
  • James B. Duke Professor of Mathematics and Electrical and Computer Engineering
  • Professor in the Department of Mathematics
  • Professor in the Department of Electrical and Computer Engineering (Joint)

Research Areas and Keywords

Analysis
wavelets, inverse problems
Biological Modeling
shape space
Computational Mathematics
inverse problems
Geometry: Differential & Algebraic
shape space
Mathematical Physics
time-frequency analysis
Signals, Images & Data
wavelets, time-frequency analysis, art conservation
Education & Training
  • Ph.D., Vrije Universiteit Brussel (Belgium) 1980

Daubechies, I, Devore, R, Fornasier, M, and Güntürk, CS. "Iteratively reweighted least squares minimization for sparse recovery." Communications on Pure and Applied Mathematics 63.1 (January 1, 2010): 1-38. Full Text

Jafarpour, S, Polatkan, G, Brevdo, E, Hughes, S, Brasoveanu, A, and Daubechies, I. "Stylistic analysis of paintings using wavelets and machine learning." European Signal Processing Conference (December 1, 2009): 1220-1224.

Brodie, J, Daubechies, I, De Mol, C, Giannone, D, and Loris, I. "Sparse and stable Markowitz portfolios." Proceedings of the National Academy of Sciences of the United States of America 106.30 (July 15, 2009): 12267-12272. Full Text

Daubechies, I, Roussos, E, Takerkart, S, Benharrosh, M, Golden, C, D'Ardenne, K, Richter, W, Cohen, JD, and Haxby, J. "Independent component analysis for brain fMRI does not select for independence." Proceedings of the National Academy of Sciences of the United States of America 106.26 (June 25, 2009): 10415-10422. Full Text

Daubechies, I, Grossmann, A, and Meyer, Y. "Painless nonorthogonal expansions." (January 10, 2009): 372-384. (Chapter)

Daubechies, I. "The wavelet transform, time-frequency localization and signal analysis." (January 10, 2009): 442-486. (Chapter)

Polatkan, G, Jafarpour, S, Brasoveanu, A, Hughes, S, and Daubechies, I. "Detection of forgery in paintings using supervised learning." Proceedings International Conference on Image Processing, Icip (January 1, 2009): 2921-2924. Full Text

Daubechies, I, Fornasier, M, and Loris, I. "Accelerated projected gradient method for linear inverse problems with sparsity constraints." Journal of Fourier Analysis and Applications 14.5-6 (December 1, 2008): 764-792. Full Text

Daubechies, I, DeVore, R, Fornasier, M, and Güntürk, S. "Iteratively Re-weighted Least Squares minimization: Proof of faster than linear rate for sparse recovery." Ciss 2008, the 42nd Annual Conference on Information Sciences and Systems (September 24, 2008): 26-29. Full Text

Daubechies, I, Teschke, G, and Vese, L. "On some iterative concepts for image restoration." Advances in Imaging and Electron Physics 150 (January 1, 2008): 1-51. (Review) Full Text

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