Publications (19)
ariaDNE: A Robustly Implemented Algorithm for Dirichlet Energy of the Normal
Shan Shan, Shahar Z. Kovalsky, Julie M. Winchester +2
Stable Phase Retrieval in Infinite Dimensions
Rima Alaifari, Ingrid Daubechies, Philipp Grohs +1
Painting Analysis Using Wavelets and Probabilistic Topic Models
Tong Wu, Gungor Polatkan, David Steel +3
Gaussian Process Landmarking for Three-Dimensional Geometric Morphometrics
Tingran Gao, Shahar Z. Kovalsky, Doug M. Boyer +1
A Bayesian Nonparametric Approach to Image Super-resolution
Gungor Polatkan, Mingyuan Zhou, Lawrence Carin +2
Bayesian crack detection in ultra high resolution multimodal images of paintings
Bruno Cornelis, Yun Yang, Joshua T. Vogelstein +3
Multi-modal dictionary learning for image separation with application in art investigation
Nikos Deligiannis, Joao F. C. Mota, Bruno Cornelis +2
Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning
Wei Zhu, Qiang Qiu, Bao Wang +3
A Tale of Two Bases: Local-Nonlocal Regularization on Image Patches with Convolution Framelets
Rujie Yin, Tingran Gao, Yue M. Lu +1
Tomographic inversion using $\ell_1$-norm regularization of wavelet coefficients
Ignace Loris, Guust Nolet, Ingrid Daubechies +1
Expression of Fractals Through Neural Network Functions
Nadav Dym, Barak Sober, Ingrid Daubechies
Conformal Wasserstein distances: comparing surfaces in polynomial time
Yaron Lipman, Ingrid Daubechies
X-ray image separation via coupled dictionary learning
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis +2
LDMNet: Low Dimensional Manifold Regularized Neural Networks
Wei Zhu, Qiang Qiu, Jiaji Huang +3
Directional Wavelet Bases Constructions with Dyadic Quincunx Subsampling
Rujie Yin, Ingrid Daubechies
Phase retrieval in infinite-dimensional Hilbert spaces
Jameson Cahill, Peter G. Casazza, Ingrid Daubechies
Reconstructing real-valued functions from unsigned coefficients with respect to wavelet and other frames
Rima Alaifari, Ingrid Daubechies, Philipp Grohs +1
Gaussian Process Landmarking on Manifolds
Tingran Gao, Shahar Z. Kovalsky, Ingrid Daubechies
Analysis of boosting algorithms using the smooth margin function
Cynthia Rudin, Robert E. Schapire, Ingrid Daubechies