Boaz Nadler
TitleCited byYear
Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps
RR Coifman, S Lafon, AB Lee, M Maggioni, B Nadler, F Warner, ...
Proceedings of the national academy of sciences 102 (21), 7426-7431, 2005
11752005
Diffusion maps, spectral clustering and reaction coordinates of dynamical systems
B Nadler, S Lafon, RR Coifman, IG Kevrekidis
Applied and Computational Harmonic Analysis 21 (1), 113-127, 2006
4932006
Diffusion maps, spectral clustering and eigenfunctions of Fokker-Planck operators
B Nadler, S Lafon, RR Coifman, IG Kevrekidis
Neural Information Processing Systems, 2005
4222005
Non-parametric detection of the number of signals: Hypothesis testing and random matrix theory
S Kritchman, B Nadler
IEEE Transactions on Signal Processing 57 (10), 3930-3941, 2009
2552009
Derivation of Poisson and Nernst-Planck equations in a bath and channel from a molecular model
Z Schuss, B Nadler, RS Eisenberg
Physical Review E 64 (3), 036116, 2001
224*2001
Finite sample approximation results for principal component analysis: A matrix perturbation approach
B Nadler
The Annals of Statistics 36 (6), 2791-2817, 2008
2172008
Natural image denoising: Optimality and inherent bounds
A Levin, B Nadler
CVPR 2011, 2833-2840, 2011
1962011
Diffusion maps, reduction coordinates, and low dimensional representation of stochastic systems
RR Coifman, IG Kevrekidis, S Lafon, M Maggioni, B Nadler
Multiscale Modeling & Simulation 7 (2), 842-864, 2008
1932008
Multiscale Wavelets on Trees, Graphs and High Dimensional Data: Theory and Applications to Semi Supervised Learning.
M Gavish, B Nadler, RR Coifman
ICML, 367-374, 2010
1872010
Determining the number of components in a factor model from limited noisy data
S Kritchman, B Nadler
Chemometrics and Intelligent Laboratory Systems 94 (1), 19-32, 2008
1862008
Geometric diffusions as a tool for harmonic analysis and structure definition of data: Multiscale methods
RR Coifman, S Lafon, AB Lee, M Maggioni, B Nadler, F Warner, ...
Proceedings of the National Academy of Sciences of the United States of c, 2005
1772005
Nonparametric detection of signals by information theoretic criteria: performance analysis and an improved estimator
B Nadler
IEEE Transactions on Signal Processing 58 (5), 2746-2756, 2010
1682010
Discussion of: Treelets—an adaptive multi-scale basis for sparse unordered data
C Tuglus, MJ van der Laan
The Annals of Applied Statistics 2 (2), 489, 2008
1402008
Fundamental limitations of spectral clustering
B Nadler, M Galun
Advances in neural information processing systems, 1017-1024, 2007
1382007
Performance of eigenvalue-based signal detectors with known and unknown noise level
B Nadler, F Penna, R Garello
2011 IEEE International Conference on Communications (ICC), 1-5, 2011
1342011
Statistical analysis of semi-supervised learning: The limit of infinite unlabelled data
B Nadler, N Srebro, X Zhou
Advances in Neural Information Processing Systems, 1330-1338, 2009
117*2009
Minimax bounds for sparse PCA with noisy high-dimensional data
A Birnbaum, IM Johnstone, B Nadler, D Paul
Annals of statistics 41 (3), 1055, 2013
1162013
Patch complexity, finite pixel correlations and optimal denoising
A Levin, B Nadler, F Durand, WT Freeman
European Conference on Computer Vision, 73-86, 2012
1142012
The prediction error in CLS and PLS: the importance of feature selection prior to multivariate calibration
B Nadler, RR Coifman
Journal of Chemometrics: A Journal of the Chemometrics Society 19 (2), 107-118, 2005
972005
Diffusion interpretation of nonlocal neighborhood filters for signal denoising
A Singer, Y Shkolnisky, B Nadler
SIAM Journal on Imaging Sciences 2 (1), 118-139, 2009
952009
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Articles 1–20