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

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, Drakakis, K, and Khovanova, T. "A Detailed Study of the Attachment Strategies of New Autonomous Systems in the AS Connectivity Graph." Internet Mathematics 2 (2005): 185-246.

Daubechies, I, Defrise, M, and De Mol, C. "An iterative thresholding algorithm for linear inverse problems with a sparsity constraint." Communications on Pure and Applied Mathematics 57.11 (November 2004): 1413-1457. Full Text

Daubechies, I, Runborg, O, and Sweldens, W. "Normal multiresolution approximation of curves." Constructive Approximation 20.3 (2004): 399-463. Full Text

Rudin, C, Schapire, RE, and Daubechies, I. "Boosting based on a smooth margin." Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 3120 (2004): 502-517.

Daubechies, I, and Han, B. "Pairs of dual wavelet frames from any two refinable functions." Constructive Approximation 20.3 (2004): 325-352. Full Text

Daubechies, I, and Teschke, G. "Wavelet based image decomposition by variational functionals." Proceedings of SPIE - The International Society for Optical Engineering 5266 (2004): 94-105. Full Text

Rudin, C, Daubechies, I, and Schapire, RE. "The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins." Journal of Machine Learning Research 5 (2004): 1557-1595.

Cohen, A, Dahmen, W, Daubechies, I, and DeVore, R. "Harmonic analysis of the space BV." Revista Matematica Iberoamericana 19.1 (2003): 235-263.

Daubechies, I, Han, B, Ron, A, and Shen, Z. "Framelets: MRA-based constructions of wavelet frames." Applied and Computational Harmonic Analysis 14.1 (January 2003): 1-46. Full Text