Math @ Duke
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Ingrid Daubechies, James B. Duke Distinguished Professor
 - Contact Info:
- Education:
Ph.D. | Vrije Universiteit Brussel (Belgium) | 1980 |
- Specialties:
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Applied Math
Analysis
- Keywords:
- Algorithms • Analysis of Variance • Animals • Art--Conservation and restoration • Brain • Brain Mapping • Cell Line • Computer Simulation • Diet • DNA Replication • Genome, Viral • Herpesviridae • Humans • Image Interpretation, Computer-Assisted • Image Processing, Computer-Assisted • Industry • Inverse problems • Machine learning • Magnetic Resonance Imaging • Microscopy, Fluorescence • Models, Anatomic • Models, Biological • Models, Theoretical • Molar • Reproducibility of Results • Signal Processing, Computer-Assisted • Strepsirhini • Swine • Tooth Crown • Tooth Wear • Tupaia • Wavelets (Mathematics) • X-Ray Microtomography
- Postdocs Mentored
- Tingran Gao (2015/06-present)
- Bruno Cornelis (2014 - 2015)
- Jameson Cahill (2013 - 2015)
- Grace Wang (2012 - 2015)
- Rayan Saab (January 01, 2012 - July 31, 2013)
- Recently Featured in:
- Recent Publications
(More Publications)
- Xu, J; Li, Y; Yang, H; Dunson, D; Daubechies, I, PiPs: A kernel-based optimization scheme for analyzing non-stationary 1D signals,
Applied and Computational Harmonic Analysis, vol. 66
(September, 2023),
pp. 1-17 [doi] [abs]
- Daubechies, I; Devore, R; Dym, N; Faigenbaum-Golovin, S; Kovalsky, SZ; Lin, KC; Park, J; Petrova, G; Sober, B, Neural Network Approximation of Refinable Functions,
Ieee Transactions on Information Theory, vol. 69 no. 1
(January, 2023),
pp. 482-495 [doi] [abs]
- Daubechies, I; DeVore, R; Foucart, S; Hanin, B; Petrova, G, Nonlinear Approximation and (Deep) ReLU Networks,
Constructive Approximation, vol. 55 no. 1
(February, 2022),
pp. 127-172 [doi] [abs]
- Pu, W; Huang, J-J; Sober, B; Daly, N; Higgitt, C; Daubechies, I; Dragotti, PL; Rodrigues, MRD, Mixed X-Ray Image Separation for Artworks With Concealed Designs.,
Ieee Transactions on Image Processing : a Publication of the Ieee Signal Processing Society, vol. 31
(January, 2022),
pp. 4458-4473 [doi] [abs]
- Fulwood, EL; Shan, S; Winchester, JM; Gao, T; Kirveslahti, H; Daubechies, I; Boyer, DM, Reconstructing dietary ecology of extinct strepsirrhines (Primates, Mammalia) with new approaches for characterizing and analyzing tooth shape,
Paleobiology, vol. 47 no. 4
(November, 2021),
pp. 612-631 [doi] [abs]
- Recent Grant Support
- RTG: Training Tomorrow's Workforce in Analysis and Applications, National Science Foundation, 2021/07-2026/06.
- Simons Foundation - Math + X Investigators, Simons Foundation, 2016/07-2026/06.
- Collaborative Reseach: Transferable, Hierarchical, Expressive, Optimal, Robust, Interpretable NETworks (THEORINET), National Science Foundation, 2020/09-2025/08.
- Collaborative Reseach: Transferable, Hierarchical, Expressive, Optimal, Robust, Interpretable NETworks (THEORINET), Simons Foundation, 2020/09-2025/08.
- HDR TRIPODS: Innovations in Data Science: Integrating Stochastic Modeling, Data Representation, and Algorithms, National Science Foundation, 2019/10-2023/09.
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dept@math.duke.edu
ph: 919.660.2800
fax: 919.660.2821
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Mathematics Department
Duke University, Box 90320
Durham, NC 27708-0320
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