Shuang Li

William J. Swartworth

Martin Takác

Deanna Needell

Robert M. Gower

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Stochastic Natural Thresholding Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

2021

Recovery Guarantees for Time-varying Pairwise Comparison Matrices with Non-transitivity.

[BibT_eX]

[DOI]

CoRR, 2021

Digital Beamforming Robust to Time-Varying Carrier Frequency Offset.

[BibT_eX]

[DOI]

Payam Nayeri

CoRR, 2021

An Untrained One-layer Convolutional Network-based Method for Line Spectral Estimation.

[BibT_eX]

[DOI]

Deanna Needell

William Swartworth

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Atomic Norm Denoising for Complex Exponentials With Unknown Waveform Modulations.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery.

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2020

Nuclear Norm Based Spectrum Estimation for Molecular Dynamic Simulations.

[BibT_eX]

[DOI]

Stephen Becker

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Iterative Hard Thresholding for Low CP-rank Tensor Models.

[BibT_eX]

[DOI]

CoRR, 2019

The Landscape of Non-convex Empirical Risk with Degenerate Population Risk.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Fast Hyperspectral Diffuse Optical Imaging Method with Joint Sparsity.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Jointly Sparse Signal Recovery with Prior Info.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Atomic Norm Minimization for Modal Analysis From Random and Compressed Samples.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

An Optimization View of MUSIC and Its Extension to Missing Data.

[BibT_eX]

[DOI]

Hassan Mansour

CoRR, 2018

Compressed Anomaly Detection with Multiple Mixed Observations.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Sparse Randomized Kaczmarz for Support Recovery of Jointly Sparse Corrupted Multiple Measurement Vectors.

[BibT_eX]

[DOI]

CoRR, 2017

Stochastic Greedy Algorithms For Multiple Measurement Vectors.

[BibT_eX]

[DOI]

CoRR, 2017

Radar signal demixing via convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Atomic norm minimization for modal analysis with random spatial compression.

[BibT_eX]

[DOI]

Dehui Yang

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Jazz: A companion to music for frequency estimation with missing data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Atomic norm minimization for modal analysis.

[BibT_eX]

[DOI]

Dehui Yang