Uncertainty principles and signal recovery

Atomic Decomposition of Financial Data

Computational Economics - Special issue on numerical methods in economics and finance

Near-optimal sparse fourier representations via sampling

STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing

Classical and quantum function reconstruction via character evaluation

Journal of Complexity - Special issue on coding and cryptography

Entropy Based Approach to Data Loss Reparation Through the Indeterminate Fine-Grained Parallel Computation

Open Systems & Information Dynamics

An uncertainty inequality for finite abelian groups

European Journal of Combinatorics

Uncertainty principles in Banach spaces and signal recovery

Journal of Approximation Theory

Uncertainty principles, extractors, and explicit embeddings of l2 into l1

Proceedings of the thirty-ninth annual ACM symposium on Theory of computing

A unified transform for LTI systems: presented as a (generalized) frame

EURASIP Journal on Applied Signal Processing

Time series compressibility and privacy

VLDB '07 Proceedings of the 33rd international conference on Very large data bases

Almost Euclidean subspaces of ℓN1 via expander codes

Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms

Note: A nonlinear lower bound for constant depth arithmetical circuits via the discrete uncertainty principle

Theoretical Computer Science

Compressive Algorithms--Adaptive Solutions of PDEs and Variational Problems

Proceedings of the 13th IMA International Conference on Mathematics of Surfaces XIII

Uncertainty relations for shift-invariant analog signals

IEEE Transactions on Information Theory

A Fast Hybrid Algorithm for Large-Scale l1-Regularized Logistic Regression

The Journal of Machine Learning Research

Functions with prescribed best linear approximations

Journal of Approximation Theory

Effective band-limited extrapolation relying on Slepian series and l1 regularization

Computers & Mathematics with Applications

Uncertainty principles and vector quantization

IEEE Transactions on Information Theory

CoSaMP: iterative signal recovery from incomplete and inaccurate samples

Communications of the ACM

Performance analysis for sparse support recovery

IEEE Transactions on Information Theory

Deterministic construction of a high dimensional lp section in l1n for any p

Proceedings of the forty-third annual ACM symposium on Theory of computing

Clustering rankings in the fourier domain

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I

A gradient-based alternating minimization approach for optimization of the measurement matrix in compressive sensing

Signal Processing

Some uniqueness results in sparse convolutive source separation

LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation

On the Design of Deterministic Matrices for Fast Recovery of Fourier Compressible Functions

SIAM Journal on Matrix Analysis and Applications

Exact sparse recovery with L0 projections

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

A comparative study of fuzzy evolutionary techniques for footprint recognition and performance improvement using wavelet-based fuzzy neural network

International Journal of Computer Applications in Technology